Unicorn companies: An R programing data analysis project
Introduction
Are you ready to dive deeper into our analysis? We’ll be taking a structured approach to ensure our examination is both accurate and precise. Our guide consists of six steps: Ask, Prepare, Process, Analyze, Visualize, and Share. Each stage has its unique advantages, allowing us to derive insights that can be trusted. By following this process, we’ll gain a deeper understanding of the data and the story it tells. The data we have is as of MARCH 2022 So let’s get started and uncover the insights that await us!
Ask
The “Ask” phase is crucial for defining the scope and objectives of our analysis. Here are the questions that we need to answer to gain a deeper understanding of the unicorn landscape:
Which are the top 10 countries with the highest unicorn valuations?
What is the global distribution of Unicorns?
What is the market share of total unicorn valuations by industry?
What is the total unicorn valuation by industry?
Is there a positive correlation between the total amount raised and the company’s valuation?
When were most of the unicorns founded, and when did they achieve unicorn status?
How long did it take for unicorns to reach their unicorn status from the day they were founded?
Prepare / Process
In the “Prepare” phase, it’s important to make sure that our data is clean and formatted correctly so that we can analyze it effectively. Using R programming language can be a powerful tool for data cleaning and manipulation. Let’s get started and walk through the code chunks and their outputs to ensure we understand what’s happening in each step.
First, importing libraries for processing, analyzing and visualizing data
# Inserting Libreries
library(tidyverse)
library(tmap)
library(tmaptools)
library(RColorBrewer)
library(plotly)
# Importing df
unicorn_companies <-
as_tibble(
read_csv("unicorn_companies_2022.csv"))
# Presenting df
library(knitr)
library(kableExtra)
library(htmltools)
kable(unicorn_companies, "html") %>%
kable_styling(full_width = FALSE,
bootstrap_options = c(
"striped", "hover", "condensed", "responsive"),
fixed_thead = TRUE, font_size = 10) %>%
scroll_box(height = "300px", width = "100%")| Company | Valuation ($B) | Date Joined | Country | City | Industry | Select Inverstors | Founded Year | Total Raised | Financial Stage | Investors Count | Deal Terms | Portfolio Exits |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Bytedance | $140 | 4/7/2017 | China | Beijing | Artificial intelligence | Sequoia Capital China, SIG Asia Investments, Sina Weibo, Softbank Group | 2012 | $7.44B | IPO | 28 | 8 | 5 |
| SpaceX | $100.30 | 12/1/2012 | United States | Hawthorne | Other | Founders Fund, Draper Fisher Jurvetson, Rothenberg Ventures | 2002 | $6.874B | None | 29 | 12 | None |
| Stripe | $95 | 1/23/2014 | United States | San Francisco | Fintech | Khosla Ventures, LowercaseCapital, capitalG | 2010 | $2.901B | Asset | 39 | 12 | 1 |
| Klarna | $45.60 | 12/12/2011 | Sweden | Stockholm | Fintech | Institutional Venture Partners, Sequoia Capital, General Atlantic | 2005 | $3.472B | Acquired | 56 | 13 | 1 |
| Epic Games | $42 | 10/26/2018 | United States | Cary | Other | Tencent Holdings, KKR, Smash Ventures | 1991 | $4.377B | Acquired | 25 | 5 | 2 |
| Canva | $40 | 1/8/2018 | Australia | Surry Hills | Internet software & services | Sequoia Capital China, Blackbird Ventures, Matrix Partners | 2012 | $571.26M | None | 26 | 8 | None |
| Checkout.com | $40 | 5/2/2019 | United Kingdom | London | Fintech | Tiger Global Management, Insight Partners, DST Global | 2012 | $1.83B | None | 15 | 4 | None |
| Instacart | $39 | 12/30/2014 | United States | San Francisco | Supply chain, logistics, & delivery | Khosla Ventures, Kleiner Perkins Caufield & Byers, Collaborative Fund | 2012 | $2.686B | None | 29 | 12 | None |
| Databricks | $38 | 2/5/2019 | United States | San Francisco | Data management & analytics | Andreessen Horowitz, New Enterprise Associates, Battery Ventures | 2013 | $3.497B | None | 29 | 8 | None |
| Revolut | $33 | 4/26/2018 | United Kingdom | London | Fintech | index Ventures, DST Global, Ribbit Capital | 2015 | $1.716B | None | 31 | 6 | None |
| FTX | $32 | 7/20/2021 | Bahamas | Fintech | Sequoia Capital, Thoma Bravo, Softbank | None | 2018 | $1.829B | Acq | 40 | 3 | 1 |
| Fanatics | $27 | 6/6/2012 | United States | Jacksonville | E-commerce & direct-to-consumer | SoftBank Group, Andreessen Horowitz, Temasek Holdings | 1995 | $4.19B | None | 21 | 10 | None |
| Chime | $25 | 3/5/2019 | United States | San Francisco | Fintech | Forerunner Ventures, Crosslink Capital, Homebrew | 2013 | $2.599B | Divestiture | 24 | 9 | 1 |
| BYJU’s | $21 | 7/25/2017 | India | Bengaluru | Edtech | Tencent Holdings, Lightspeed India Partners, Sequoia Capital India | 2008 | $5.183B | None | 45 | 19 | None |
| Xiaohongshu | $20 | 3/31/2016 | China | Shanghai | E-commerce & direct-to-consumer | GGV Capital, ZhenFund, Tencent | 2013 | $917.5M | None | 9 | 3 | None |
| J&T Express | $20 | 4/7/2021 | Indonesia | Jakarta | Supply chain, logistics, & delivery | Hillhouse Capital Management, Boyu Capital, Sequoia Capital China | 2015 | $4.653B | None | 9 | 3 | None |
| Miro | $17.50 | 1/5/2022 | United States | San Francisco | Internet software & services | Accel, AltaIR Capital, Technology Crossover Ventures | 2011 | $475M | None | 18 | 1 | None |
| Yuanfudao | $15.50 | 5/31/2017 | China | Beijing | Edtech | Tencent Holdings, Warbug Pincus, IDG Capital | 2012 | $4.044B | Acquired | 18 | 7 | 1 |
| DJI Innovations | $15 | 1/23/2015 | China | Shenzhen | Hardware | Accel Partners, Sequoia Capital | 2006 | $1.135B | None | 7 | 3 | None |
| SHEIN | $15 | 7/3/2018 | China | Shenzhen | E-commerce & direct-to-consumer | Tiger Global Management, Sequoia Capital China, Shunwei Capital Partners | 2008 | $553.36M | None | 8 | 3 | None |
| goPuff | $15 | 10/8/2020 | United States | Philadelphia | E-commerce & direct-to-consumer | Accel, Softbank Group, Anthos Capital | 2013 | $3.397B | None | 16 | 4 | None |
| Yuanqi Senlin | $15 | 3/1/2020 | China | Beijing | Consumer & retail | Sequoia Capital China, Longfor Capitalm, Gaorong Capital | 2016 | $721.31M | None | 13 | 3 | None |
| Ripple | $15 | 12/20/2019 | United States | San Francisco | Fintech | IDG Capital, Venture51, Lightspeed Venture Partners | 2012 | $293.9M | Acq | 34 | 5 | 1 |
| Plaid | $13.40 | 12/11/2018 | United States | San Francisco | Fintech | New Enterprise Associates, Spar Capital, Index Ventures | 2012 | $734.8M | None | 24 | 5 | None |
| OpenSea | $13.30 | 7/20/2021 | United States | New York | E-commerce & direct-to-consumer | Andreessen Horowitz, Thirty Five Ventures, Sound Ventures | 2017 | $425.12M | None | 26 | 2 | None |
| Grammarly | $13 | 10/10/2019 | United States | San Francisco | Internet software & services | General Catalyst, Institutional Venture Partners, Breyer Capital | 2009 | $400M | None | 8 | 3 | None |
| Devoted Health | $12.60 | 10/16/2018 | United States | Waltham | Health | Andreessen Horowitz, F-Prime Capital, Venrock | 2017 | $1.969B | None | 16 | 4 | None |
| Faire | $12.40 | 10/30/2019 | United States | San Francisco | Artificial intelligence | Khosla Ventures, Forerunner Ventures, Sequoia Capital | 2017 | $1.096B | None | 14 | 6 | None |
| Brex | $12.30 | 10/5/2018 | United States | San Francisco | Fintech | DST Global, Ribbit Capital, Greenoaks Capital Management | 2017 | $1.49B | None | 28 | 7 | None |
| JUUL Labs | $12 | 12/20/2017 | United States | San Francisco | Consumer & retail | Tiger Global Management | 2015 | $1.49B | None | 28 | 7 | None |
| Bitmain Technologies | $12 | 7/6/2018 | China | Beijing | Hardware | Coatue Management, Sequoia Capital China, IDG Capital | 2015 | $1.49B | None | 28 | 7 | None |
| Biosplice Therapeutics | $12 | 8/6/2018 | United States | San Diego | Health | Vickers Venture Partners, IKEA GreenTech | 2008 | $561.5M | None | 10 | 1 | None |
| GoodLeap | $12 | 10/13/2021 | United States | Roseville | Internet software & services | New Enterprise Associates, BDT Capital Partners, Davidson Kempner Capital Management | 2003 | $1.8B | None | 8 | 1 | None |
| Airtable | $11.70 | 11/15/2018 | United States | San Francisco | Internet software & services | Caffeinated Capital, CRV, Founder Collective | 2013 | $1.353B | None | 41 | 6 | None |
| ZongMu Technology | $11.40 | 6/3/2021 | China | Shanghai | Auto & transportation | LTW Capital, Legend Capital, Qualcomm Ventures | 2013 | $210.83M | None | 19 | 2 | None |
| Global Switch | $11.10 | 12/22/2016 | United Kingdom | London | Hardware | Aviation Industry Corporation of China, Essence Financial, Jiangsu Sha Steel Group | 1998 | $6.255B | None | 6 | 2 | None |
| Celonis | $11 | 6/26/2018 | Germany | Munich | Data management & analytics | Accel, 83North | 2011 | $1.368B | None | 13 | 4 | None |
| Bolt | $11 | 10/8/2021 | United States | San Francisco | Fintech | Activant Capital, Tribe Capital, General Atlantic | 2014 | $963M | None | 37 | 3 | None |
| Weilong | $10.88 | 5/8/2021 | China | Luohe | Consumer & retail | Tencent Holdings, Hillhouse Capital Management, Yunfeng Capital | None | $559.74M | None | 7 | 1 | None |
| Swiggy | $10.70 | 6/21/2018 | India | Bengaluru | Supply chain, logistics, & delivery | Accel India, SAIF Partners, Norwest Venture Partners | 2014 | $3.571B | Acquired | 36 | 12 | 1 |
| Alchemy | $10.20 | 10/28/2021 | United States | San Francisco | Fintech | DFJ Growth Fund, Coatue Management, Addition | 2017 | $545M | None | 27 | 3 | None |
| Lalamove | $10 | 2/21/2019 | Hong Kong | Cheung Sha Wan | Supply chain, logistics, & delivery | MindWorks Ventures, Shunwei Capital Partners, Xiang He Capital | 2013 | $2.475B | None | 15 | 5 | None |
| Figma | $10 | 4/30/2020 | United States | San Francisco | Internet software & services | Index Ventures, Greylock Partners, Kleiner Perkins Caufield & Byers | 2012 | $333.5M | None | 20 | 6 | None |
| Gusto | $10 | 12/18/2015 | United States | San Francisco | Fintech | General Catalyst Partners, Google Ventures, Kleiner Perkins Caufield & Byers | 2011 | $691.12M | None | 70 | 9 | None |
| $10 | 7/31/2017 | United States | San Francisco | Internet software & services | Y Combinator, Sequoia Capital, Coatue Management | 2005 | $1.326B | Acquired | 33 | 5 | 1 | |
| Talkdesk | $10 | 10/3/2018 | United States | San Francisco | Internet software & services | DJF, Salesforce Ventures, Storm Ventures | 2011 | $504.77M | None | 19 | 6 | None |
| Notion Labs | $10 | 4/1/2020 | United States | San Francisco | Internet software & services | Index Ventures, Draft Ventures, Felicis Ventures | 2016 | $342M | None | 17 | 3 | None |
| Thrasio | $10 | 7/15/2020 | United States | Walpole | Other | Upper90, RiverPark Ventures, Advent International | 2018 | $3.396B | Acquired | 22 | 5 | 1 |
| Digital Currency Group | $10 | 11/1/2021 | United States | New York | Finttech | Ribbit Capital, capitalG, Softbank Group | 2018 | $3.396B | Acquired | 22 | 5 | 1 |
| OYO Rooms | $9.60 | 9/25/2018 | India | Gurugram | Travel | SoftBank Group, Sequoia Capital India,Lightspeed India Partners | 2012 | $3.114B | None | 20 | 11 | None |
| OutSystems | $9.50 | 6/5/2018 | United States | Boston | Internet software & services | KKR, ES Ventures, North Bridge Growth Equity | 2001 | $572.01M | None | 13 | 3 | None |
| ServiceTitan | $9.50 | 11/14/2018 | United States | Glendale | Internet software & services | Bessemer Venture Partners, ICONIQ Capital, Battery Ventures | 2012 | $1.099B | None | 16 | 6 | None |
| HEYTEA | $9.28 | 7/1/2019 | China | Shenzhen | Other | Sequoia Capital China, Tencent Investment, BA Capital | 2012 | $579.23M | None | 13 | 3 | None |
| N26 | $9.23 | 1/10/2019 | Germany | Berlin | Fintech | Redalpine Venture Partners, Earlybird Venture Capital, Valar Ventures | 2013 | $1.722B | None | 21 | 7 | None |
| Klaviyo | $9.20 | 11/17/2020 | United States | Boston | Internet software & services | Summit Partners, Accel, Astral Capital | 2012 | $678.5M | None | 15 | 3 | None |
| Northvolt | $9.08 | 6/12/2019 | Sweden | Stockholm | Other | Vattenfall, Volkswagen Group, Goldman Sachs | 2016 | $6.162B | None | 54 | 4 | None |
| Tanium | $9 | 3/31/2015 | United States | Kirkland | Cybersecurity | Andreessen Horowitz, Nor-Cal Invest, TPG Growth | 2007 | $1.17B | None | 15 | 13 | None |
| Chehaoduo | $9 | 3/12/2016 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, GX Capital | 2015 | $4.304B | None | 35 | 4 | None |
| Niantic | $9 | 11/24/2017 | United States | San Francisco | Mobile & telecommunications | Nintendo, Google, Pokemon Company International, Spark Capital | 2015 | $770M | None | 22 | 5 | None |
| Rapyd | $8.75 | 12/3/2019 | United Kingdom | London | Fintech | Target Global, General Catalyst, Durable Capital Partners | 2016 | $775M | None | 21 | 4 | None |
| Kavak | $8.70 | 10/1/2020 | Mexico | Lerma de Villada | E-commerce & direct-to-consumer | DST Global, SoftBank Group, Mountain Nazca | 2016 | $1.188B | None | 16 | 4 | None |
| Snyk | $8.60 | 1/21/2020 | United States | Boston | Cybersecurity | BOLDstart Ventures, Google Ventures, Accel | 2015 | $1.026B | None | 26 | 9 | None |
| Nuro | $8.60 | 2/11/2019 | United States | Mountain View | Auto & transportation | SoftBank Group, Greylock Partners, Gaorong Capital | 2016 | $2.132B | None | 11 | 4 | None |
| Bolt | $8.40 | 5/29/2018 | Estonia | Tallinn | Auto & transportation | Didi Chuxing, Diamler, TMT Investments | 2013 | $1.971B | None | 28 | 5 | None |
| Lacework | $8.30 | 1/7/2021 | United States | San Jose | Cybersecurity | Sutter Hill Ventures, Liberty Global Ventures, Coatue Management | 2015 | $1.907B | None | 19 | 4 | None |
| Tipalti | $8.30 | 10/6/2020 | United States | San Mateo | Fintech | 01 Advisors, Zeev Ventures, Group 11 | 2010 | $556M | None | 10 | 5 | None |
| Tempus | $8.10 | 3/21/2018 | United States | Chicago | Health | New Enterprise Associates, T. Rowe Associates, Lightbank | 2015 | $1.07B | None | 10 | 6 | None |
| Xingsheng Selected | $8 | 7/22/2020 | China | Changsha | E-commerce & direct-to-consumer | KKR, Tencent Holdings, Sequoia Capital China | 2009 | $5.04B | None | 14 | 5 | None |
| Dream11 | $8 | 4/9/2019 | India | Mumbai | Internet software & services | Kaalari Capital, Tencent Holdings, Steadview Capital | 2007 | $1.165B | None | 15 | 8 | None |
| Fireblocks | $8 | 7/27/2021 | United States | New York | Fintech | Tenaya Capital, Coatue Management, Stripes Group | 2018 | $1.039B | None | 27 | 3 | None |
| Ramp | $8 | 3/29/2021 | United States | New York | Fintech | D1 Capital Partners, Stripe, Coatue Management | 2019 | $827M | None | 18 | 5 | None |
| Flexport | $8 | 4/30/2018 | United States | San Francisco | Supply chain, logistics, & delivery | Bloomberg Beta, Founders Fund, First Round Capital | 2013 | $2.237B | None | 28 | 6 | None |
| Caris Life Sciences | $7.83 | 5/17/2021 | United States | Irving | Health | Sixth Street Partners, OrbiMed Advisors, Highland Capital Management | 1996 | $1.314B | None | 17 | 3 | None |
| Hopin | $7.75 | 11/10/2020 | United Kingdom | London | Internet software & services | Accel, Northzone Ventures, Institutional Venture Partners | None | $671.9M | None | 85 | 3 | None |
| Dapper Labs | $7.60 | 3/30/2021 | Canada | Vancouver | Fintech | Union Square Ventures, Venrock, Andreessen Horowitz | 2018 | $671.9M | None | 85 | 3 | None |
| Getir | $7.50 | 3/26/2021 | Turkey | Istanbul | E-commerce & direct-to-consumer | Tiger Global Management, Sequoia Capital, Revo Capital | 2015 | $1.172B | None | 15 | 3 | None |
| Netskope | $7.50 | 11/13/2018 | United States | Santa Clara | Cybersecurity | Lightspeed Venture Partners, Social Capital, Accel | 2012 | $1.04B | None | 13 | 8 | None |
| Razorpay | $7.50 | 10/11/2020 | India | Bengaluru | Fintech | Sequoia Capital India, Tiger Global Management, Matrix Partners India | 2013 | $741.62M | None | 24 | 6 | None |
| Ola Cabs | $7.50 | 10/27/2014 | India | Bengaluru | Auto & transportation | Accel Partners, SoftBank Group, Sequoia Capital | None | None | None | 8 | None | None |
| Toss | $7.40 | 12/9/2018 | South Korea | Seoul | Fintech | Bessemer Venture Partners, Qualcomm Ventures, Kleiner Perkins Caufield & Byers | 2013 | $844.2M | None | 17 | 6 | None |
| Carta | $7.40 | 5/6/2019 | United States | San Francisco | Fintech | Menlo Ventures, Spark Capital, Union Square Ventures | 2012 | $1.158B | Acquired | 32 | 8 | 1 |
| Scale AI | $7.30 | 8/5/2019 | United States | San Francisco | Artificial intelligence | Accel, Y Combinator, Index Ventures | 2018 | None | None | 1 | None | None |
| Argo AI | $7.25 | 7/12/2019 | United States | Pittsburgh | Artificial intelligence | Volkswagen Group, Ford Autonomous Vehicles | None | $500M | None | 2 | 1 | None |
| Gong | $7.25 | 8/12/2020 | United States | Palo Alto | Artificial intelligence | Norwest Venture Partners, Next World Capital, Wing Venture Capital | 2015 | $583M | None | 13 | 4 | None |
| TripActions | $7.25 | 11/8/2018 | United States | Palo Alto | Travel | Andreessen Horowitz, Lightspeed Venture Partners, Zeev Ventures | 2015 | $1.04B | None | 13 | 6 | None |
| Gemini | $7.10 | 11/19/2021 | United States | New York | Fintech | Morgan Creek Digital, Marcy Venture Partners, 10T Fund | 2015 | $400M | None | 15 | 1 | None |
| We Doctor | $7 | 9/22/2015 | China | Hangzhou | Health | Tencent, Morningside Group | 2010 | $1.786B | None | 16 | 3 | None |
| Discord | $7 | 4/20/2018 | United States | San Francisco | Internet software & services | Benchmark, Greylock Partners, Tencent Holdings | 2012 | $979.3M | None | 28 | 10 | None |
| Ro | $7 | 7/27/2020 | United States | New York | Health | Initialized Capital, General Catalyst, SignalFire | 2017 | $1.027B | None | 27 | 5 | None |
| Automation Anywhere | $6.80 | 7/2/2018 | United States | San Jose | Artificial intelligence | General Atlantic, Goldman Sachs, New Enterprise Associates | 2003 | $840M | None | 8 | 3 | None |
| 1Password | $6.80 | 7/8/2021 | Canada | Toronto | Cybersecurity | Slack Fund, Accel, Skip Capital | 2005 | $920.14M | None | 30 | 2 | None |
| Ziroom | $6.60 | 1/17/2018 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, Warburg Pincus, General Catalyst | 2011 | $2.121B | None | 12 | 3 | None |
| National Stock Exchange of India | $6.50 | 7/1/2020 | India | Mumbai | Fintech | TA Associates, SoftBank Group, GS Growth | 1992 | $149.5M | IPO | 7 | 1 | 1 |
| Mollie | $6.50 | 9/8/2020 | Netherlands | Amsterdam | Fintech | Technology Crossover Ventures | 2004 | $934.32M | None | 12 | 2 | None |
| Rippling | $6.50 | 8/4/2020 | United States | San Francisco | Internet software & services | Initialized Capital, Y Combinator, Kleiner Perkins Caufield & Byers | 2017 | $447.12M | None | 15 | 4 | None |
| DataRobot | $6.30 | 7/29/2019 | United States | Boston | Artificial intelligence | New Enterprise Associates, Accomplice, IA Ventures | 2012 | $1.089B | None | 36 | 7 | None |
| Personio | $6.30 | 1/19/2021 | Germany | Munich | Internet software & services | Global Founders Capital, Nortzone Ventures, Picus Capital | 2015 | $524.83M | None | 17 | 4 | None |
| Upgrade | $6.28 | 2/12/2018 | United States | San Francisco | Fintech | Union Square Ventures, Ribbit Capital, VY Capital | 2016 | $562.5M | None | 23 | 5 | None |
| Hinge Health | $6.20 | 1/6/2021 | United States | San Francisco | Health | Atomico, Insight Partners, Coatue Management | 2015 | $853.85M | None | 13 | 6 | None |
| Black Unicorn Factory | $6.10 | 5/20/2021 | United States | Los Angeles | Other | Barter Ventures | 2020 | $645M | None | 1 | 1 | None |
| Benchling | $6.10 | 4/14/2021 | United States | San Francisco | Internet software & services | Thrive Capital, Benchmark, MenloVentures | 2012 | $412M | None | 29 | 5 | None |
| Royole Corporation | $6 | 8/18/2015 | China | Shenzhen | Hardware | Warmsun Holding, IDG Capital Partners | 2012 | $1.414B | None | 32 | 4 | None |
| Better.com | $6 | 11/10/2020 | United States | New York | Fintech | Pine Brook, American Express Ventures, Kleiner Perkins Caufield & Byers | 2018 | $1.42M | None | 2 | None | None |
| Wiz | $6 | 3/17/2021 | Israel | Tel Aviv | Cybersecurity | Insight Partners, Sequoia Capital, Index Ventures | 2020 | $600M | None | 10 | 4 | None |
| iCapital Network | $6 | 7/27/2021 | United States | New York | Fintech | BlackRock, Blackstone, UBS | 2013 | $729.22M | None | 28 | 2 | None |
| Pine Labs | $6 | 1/24/2020 | India | Noida | Fintech | Sequoia Capital India, Temasek, PayPal Ventures | 1998 | $1.077B | None | 25 | 6 | None |
| Attentive | $5.99 | 9/23/2020 | United States | Hoboken | Mobile & telecommunications | NextView Ventures, Eniac Ventures, Sequoia Capital | 2016 | $864.52M | None | 12 | 2 | None |
| Lyra Health | $5.85 | 8/25/2020 | United States | Burlingame | Health | Greylock Partners, Venrock, Providence Ventures | 2015 | $906.13M | None | 22 | 7 | None |
| Easyhome | $5.78 | 2/12/2018 | China | Beijing | Consumer & retail | Alibaba Group, Boyu Capital, Borui Capital | 1999 | $2.085B | IPO | 12 | 1 | 1 |
| Lianjia | $5.77 | 4/7/2016 | China | Beijing | E-commerce & direct-to-consumer | Tencent, Baidu, Huasheng Capital | 2001 | $1.701B | IPO | 15 | 2 | 1 |
| Vice Media | $5.70 | 4/2/2011 | United States | Brooklyn | Internet software & services | Technology Crossover Ventures, A&E Television Networks | 1994 | $1.555B | Acquired | 14 | 6 | 1 |
| Cityblock Health | $5.70 | 12/10/2020 | United States | Brooklyn | Health | Thrive Capital, Maverick Ventures, Redpoint Ventures | 2017 | $891.3M | None | 17 | 3 | None |
| Workato | $5.70 | 1/12/2021 | United States | Mountain View | Internet software & services | Battery Ventures, Storm Ventures, Redpoint Ventures | 2013 | $415M | None | 11 | 3 | None |
| Back Market | $5.70 | 5/18/2021 | France | Paris | E-commerce & direct-to-consumer | Aglae Ventures, Eurazeo, Daphni | 2014 | $1.021B | None | 12 | 4 | None |
| RELEX Solutions | $5.70 | 2/17/2022 | Finland | Helsinki | Supply chain, logistics, & delivery | Blackstone, Technology Crossover Ventures, Summit Partners | 2005 | $792.36M | None | 4 | 1 | None |
| Postman | $5.60 | 6/11/2020 | United States | San Francisco | Internet software & services | Nexus Venture Partners, CRV, Insight Partners | 2014 | $433M | None | 8 | 3 | None |
| FiveTran | $5.60 | 6/30/2020 | United States | Oakland | Data management & analytics | Matrix Partners, Andreessen Horowitz, General Catalyst | 2012 | $728.02M | None | 8 | 3 | None |
| Deel | $5.50 | 4/21/2021 | United States | San Francisco | Fintech | Andreessen Horowitz, Spark Capital, Y Combinator | 2018 | $625.15M | None | 19 | 3 | None |
| Airwallex | $5.50 | 3/25/2019 | Australia | Melbourne | Fintech | DST Global, Sequoia Capital China, Tencent Holdings | 2015 | $802M | None | 23 | 8 | None |
| Mambu | $5.50 | 1/6/2021 | Netherlands | Amsterdam | Fintech | Runa Capital, Acton Capital Partners, Point Nine Capital | 2011 | $445.51M | None | 10 | 4 | None |
| Pony.ai | $5.30 | 7/11/2018 | United States | Fremont | Artificial intelligence | Sequoia Capital China, IDG Capital, DCM Ventures | 2016 | $1.093B | None | 25 | 7 | None |
| Trade Republic | $5.30 | 5/20/2021 | Germany | Berlin | Fintech | Founders Fund. Accel, Creandum | 2015 | $986.88M | None | 7 | 1 | None |
| Rappi | $5.25 | 8/31/2018 | Colombia | Bogota | Supply chain, logistics, & delivery | DST Global, Andreessen Horowitz, Sequoia Capital, Redpoint e.ventures | 2015 | $2.248B | None | 35 | 5 | None |
| Collibra | $5.25 | 1/29/2019 | Belgium | Brussels | Data management & analytics | Index Ventures, Battery Ventures, ICONIQ Capital | 2008 | $595.9M | None | 13 | 6 | None |
| 6Sense | $5.20 | 3/30/2021 | United States | San Francisco | Artificial intelligence | Venrock, Battery Ventures, Insight Partners | 2013 | $424M | None | 19 | 6 | None |
| Blockchain.com | $5.20 | 2/17/2021 | United Kingdom | London | Fintech | Lightspeed Venture Partners, Google Ventures, Lakestar | 2011 | $490.5M | Acq | 22 | 4 | 1 |
| OneTrust | $5.10 | 7/11/2019 | United States | Atlanta | Internet software & services | Insight Partners | 2016 | $937.29M | None | 5 | 3 | None |
| QuintoAndar | $5.10 | 9/9/2019 | Brazil | Campinas | E-commerce & direct-to-consumer | Kaszek Ventures, General Atlantic, SoftBank Group | 2012 | $755.74M | None | 16 | 6 | None |
| C6 Bank | $5.05 | 12/2/2020 | Brazil | Sao Paulo | Fintech | Credit Suisse | None | $755.74M | None | 16 | 6 | None |
| United Imaging Healthcare | $5 | 9/15/2017 | China | Shanghai | Health | China Life Insurance, China Development Bank Capital, CITIC Securities International | 2011 | $500M | None | 6 | 1 | None |
| Hello TransTech | $5 | 6/1/2018 | China | Shanghai | Auto & transportation | Ant Financial Services Group, GGV Capital | 2016 | $2.701B | None | 13 | 3 | None |
| Horizon Robotics | $5 | 2/27/2019 | China | Beijing | Artificial intelligence | Hillhouse Capital Management, Linear Venture, Morningside Venture Capital | 2015 | $2.2B | None | 56 | 2 | None |
| WM Motor | $5 | 3/8/2019 | China | Shanghai | Auto & transportation | Baidu Capital, Linear Venture, Tencent | 2015 | $5.987B | None | 35 | 1 | None |
| Howden Group Holdings | $5 | 9/29/2020 | United Kingdom | London | Other | General Atlantic, 3i Group, Huagai Capital | 1994 | $187.26M | Take | 4 | 3 | 2 |
| SambaNova Systems | $5 | 4/13/2021 | United States | Palo Alto | Data management & analytics | Walden International, Google Ventures, Intel Capital | 2017 | $1.132B | None | 10 | 2 | None |
| ZEPZ | $5 | 8/23/2021 | United Kingdom | London | Fintech | Accel, Technology Crossover Ventures, LeapFrog Investments | 2010 | $692M | None | 9 | 6 | None |
| OakNorth Bank | $5 | 10/12/2017 | United Kingdom | London | Fintech | Clermont Group, Coltrane Asset Management, Toscafund Asset Management | 2015 | $990.52M | Acq | 10 | 6 | 2 |
| Moon Active | $5 | 1/26/2020 | Israel | Tel Aviv | Mobile & telecommunications | Insight Partners, Andalusian Capital Partners | 2015 | $990.52M | Acq | 10 | 6 | 2 |
| OfBusiness | $5 | 7/31/2021 | India | Gurgaon | E-commerce & direct-to-consumer | Matrix Partners India, Falcon Edge Capital, SoftBank Group | 2015 | $855.55M | None | 14 | 6 | None |
| Cockroach Labs | $5 | 1/12/2021 | United States | New York | Data management & analytics | Google Ventures, Benchmark, FirstMark Capital | 2015 | $632.85M | None | 17 | 5 | None |
| Qonto | $5 | 1/11/2022 | France | Paris | Fintech | Alven Capital, Valar Ventures, Tencent Holdings | 2016 | $703.39M | None | 17 | 3 | None |
| Ola Electric Mobility | $5 | 7/2/2019 | India | Bengaluru | Auto & transportation | SoftBank Group, Tiger Global Management, Matrix Partners India | 2019 | $822.29M | None | 20 | 3 | None |
| Icertis | $5 | 7/17/2019 | United States | Bellevue | Artificial intelligence | Eight Roads Ventures, Greycroft, Ignition Partners | 2009 | $371.5M | None | 12 | 6 | None |
| Hopper | $5 | 3/24/2021 | Canada | Montreal | Travel | Capital One Growth Ventures, Citi Ventures, OMERS Ventures | 2007 | $614.2M | None | 18 | 6 | None |
| Meesho | $4.90 | 4/5/2021 | India | Bengaluru | Internet software & services | Venture Highway, Sequoia Capital India, Prosus Ventures | 2015 | $1.061B | None | 26 | 5 | None |
| Cerebral | $4.80 | 6/10/2021 | United States | San Francisco | Health | Oak HC/FT Partners, Artis Ventures, WestCap Group | 2020 | None | None | 1 | None | None |
| Creditas | $4.80 | 12/18/2020 | Brazil | Sao Paulo | Fintech | Kaszek Ventures, Amadeus Capital Partners, Quona Capital | 2012 | $867.44M | Acquired | 25 | 5 | 1 |
| Chipone | $4.73 | 12/20/2021 | China | Beijing | Hardware | China Grand Prosperity Investment, Silk Road Huacheng, Oriza Equity Investment | None | $1.024B | None | 30 | 1 | None |
| Pleo | $4.70 | 7/6/2021 | Denmark | Copenhagen | Fintech | Creandum, Founders, Kinnevik | 2015 | $428.8M | None | 16 | 4 | None |
| BetterUp | $4.70 | 2/25/2021 | United States | San Francisco | Internet software & services | Threshold Ventures, Lightspeed Venture Partners, Crosslink Capital | 2013 | $566.9M | None | 18 | 4 | None |
| Anduril | $4.60 | 9/11/2019 | United States | Irvine | Artificial intelligence | Andreessen Horowitz, Founders Fund, Revolution Ventures | 2017 | $828.5M | None | 14 | 4 | None |
| Dataiku | $4.60 | 12/4/2019 | United States | New York | Internet software & services | Alven Capital, FirstMark Capital, capitalG | 2013 | $646.6M | None | 16 | 5 | None |
| Checkr | $4.60 | 9/19/2019 | United States | San Francisco | Internet software & services | Y Combinator, Accel, T. Rowe Price | 2014 | $559M | None | 24 | 5 | None |
| Color | $4.60 | 1/4/2021 | United States | Burlingame | Health | General Catalyst, Viking Global Investors, T. Rowe Price | 2013 | $496.04M | None | 25 | 5 | None |
| Meizu Technology | $4.58 | 7/23/2014 | China | Zhuhai | Hardware | Telling Telecommunication Holding Co., Alibaba Group | 2003 | $943.1M | IPO | 4 | 2 | 1 |
| UBTECH Robotics | $4.58 | 7/25/2016 | China | Shenzhen | Hardware | CDH Investments, Goldstone Investments, Qiming Venture Partners | 2012 | $645.6M | IPO | 22 | 7 | 1 |
| Vinted | $4.53 | 11/27/2019 | Lithuania | Vilnius | E-commerce & direct-to-consumer | Accel, Insight Partners, Burda Principal Investments | 2008 | $562.23M | None | 9 | 5 | None |
| VIPKid | $4.50 | 8/4/2016 | China | Beijing | Edtech | Sequoia Capital China, Tencent Holdings, Sinovation Ventures | 2013 | $975.49M | None | 12 | 3 | None |
| Socure | $4.50 | 3/16/2021 | United States | New York | Cybersecurity | Two Sigma Ventures, Flint Capital, Commerce Ventures | 2012 | $648.25M | None | 22 | 4 | None |
| Monzo | $4.50 | 10/31/2018 | United Kingdom | London | Fintech | Passion Capital, Thrive Capital, Orange Digital Ventures | 2000 | None | None | 2 | None | None |
| Outreach | $4.40 | 4/16/2019 | United States | Seattle | Internet software & services | Mayfield Fund, M12, Trinity Ventures | 2011 | $489.78M | None | 27 | 9 | None |
| WeRide | $4.40 | 12/23/2020 | China | Guangzhou | Auto & transportation | Atop Capital, IDInvest Partners, Qiming Venture Partners | 2017 | $789M | None | 30 | 6 | None |
| Arctic Wolf Networks | $4.30 | 10/22/2020 | United States | Eden Prairie | Cybersecurity | Lightspeed Venture Partners, Redpoint Ventures, Viking Global Investors | 2012 | $498.25M | None | 14 | 4 | None |
| Sorare | $4.30 | 9/21/2021 | France | Paris | E-commerce & direct-to-consumer | Benchmark, Accel, SoftBank Group | 2019 | $737.08M | None | 24 | 1 | None |
| Miaoshou Doctor | $4.25 | 6/27/2019 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, Qiming Venture Partners, Tencent Holdings | 2015 | $971.14M | None | 21 | 4 | None |
| Relativity Space | $4.20 | 11/23/2020 | United States | Inglewood | Other | Playground Global, Bond, Tribe Capital | 2016 | $1.385B | None | 35 | 4 | None |
| Chainalysis | $4.20 | 11/23/2020 | United States | New York | Fintech | Addition, Benhcmark, Accel | 2014 | $366.72M | None | 25 | 4 | None |
| ThoughtSpot | $4.20 | 5/8/2018 | United States | Sunnyvale | Internet software & services | Lightspeed Venture Partners, Khosla Ventures, Geodesic Capital | 2012 | $673.7M | None | 20 | 7 | None |
| Globalization Partners | $4.20 | 1/24/2022 | United States | Boston | Internet software & services | Vista Equity Partners, Wincove, TDR Capital | 2012 | $353.5M | None | 5 | 1 | None |
| dbt Labs | $4.20 | 6/30/2021 | United States | Philadelphia | Data management & analytics | Andreessen Horowitz, Amplify Partners, Sequoia Capital | 2016 | $415.9M | None | 12 | 2 | None |
| SSENSE | $4.15 | 6/8/2021 | Canada | Montreal | E-commerce & direct-to-consumer | Sequoia Capital | None | $415.9M | None | 12 | 2 | None |
| BitPanda | $4.11 | 3/16/2021 | Austria | Vienna | Fintech | Speedinvest, Valar Ventures, Uniqa Ventures | 2014 | $497.43M | None | 12 | 2 | None |
| Dataminr | $4.10 | 6/4/2018 | United States | New York | Artificial intelligence | Venrock, Institutional Venture Partners, Goldman Sachs | 2009 | $1.044B | None | 35 | 6 | None |
| Weee! | $4.10 | 3/16/2021 | United States | Fremont | Supply chain, logistics, & delivery | Goodwater Capital, iFly, XVC Venture Capital | 2015 | $836.3M | None | 14 | 3 | None |
| CRED | $4.01 | 4/6/2021 | India | Bengaluru | Fintech | Tiger Global Management, DST Global, Sequoia Capital India | None | $613.6M | None | 18 | 5 | None |
| Houzz | $4 | 9/30/2014 | United States | Palo Alto | E-commerce & direct-to-consumer | New Enterprise Associates, Sequoia Capital, Comcast Ventures | 2008 | $613.6M | None | 18 | 5 | None |
| Yello Mobile | $4 | 11/11/2014 | South Korea | Seoul | Mobile & telecommunications | Formation 8 | 2012 | $216.07M | Divestiture | 8 | 6 | 1 |
| MEGVII | $4 | 10/31/2017 | China | Beijing | Artificial intelligence | Ant Financial Services Group, Russia-China Investment Fund, Foxconn Technology Company | 2011 | $1.358B | None | 18 | 6 | None |
| Greensill | $4 | 7/16/2018 | United Kingdom | London | Fintech | SoftBank Group, General Atlantic | 2011 | $1.705B | Management | 2 | 2 | 2 |
| Impossible Foods | $4 | 5/13/2019 | United States | Redwood City | Consumer & retail | Khosla Ventures, Horizons Ventures, Temasek Holdings | 2011 | $2.006B | None | 38 | 7 | None |
| Radiology Partners | $4 | 7/19/2019 | United States | El Segundo | Health | New Enterprise Associates, Starr Investment Holdings | 2012 | $1.347B | None | 4 | 1 | None |
| Next Insurance | $4 | 10/7/2019 | United States | Palo Alto | Fintech | Zeev Ventures, Ribbit Capital, TLV Partners | 2016 | $881M | None | 17 | 6 | None |
| Patreon | $4 | 9/2/2020 | United States | San Francisco | Internet software & services | Index Ventures, Thrive Capital, CRV | 2013 | $412.1M | Acquired | 28 | 7 | 1 |
| PointClickCare | $4 | 1/7/2021 | Canada | Mississauga | Internet software & services | Dragoneer Investment Group, Hellman & Friedman, JMI Equity | 2000 | $86.88M | None | 3 | 1 | None |
| Zapier | $4 | 1/14/2021 | United States | Sunnyvale | Internet software & services | Sequoia Capital, Bessemer Venture Partners, Threshold Ventures | None | $2.58M | None | 6 | 1 | None |
| Clubhouse | $4 | 1/24/2021 | United States | San Francisco | Mobile & telecommunications | Andreessen Horowitz, TQ Ventures | None | $2.58M | None | 6 | 1 | None |
| BrowserStack | $4 | 6/16/2021 | Ireland | Dublin | Internet software & services | Accel, Insight Partners, Bond Capital | 2011 | $250M | None | 3 | 2 | None |
| Olive | $4 | 12/1/2020 | United States | Columbus | Internet software & services | Drive Capital, General Catalyst, Ascension Ventures | 2012 | $858.8M | Divestiture | 16 | 4 | 1 |
| Rubrik | $4 | 4/28/2017 | United States | Palo Alto | Data management & analytics | Greylock Partners, Lightspeed Venture Partners, Khosla Ventures | 2014 | $553M | None | 10 | 6 | None |
| Melio | $4 | 1/25/2021 | United States | New York | Fintech | Accel, Aleph, American Express Ventures | 2018 | $504M | None | 13 | 2 | None |
| Vuori | $4 | 10/13/2021 | United States | Carlsbad | E-commerce & direct-to-consumer | SoftBank Group, Norwest Venture Partners | 2015 | $802M | None | 23 | 8 | None |
| ClickUp | $4 | 12/15/2020 | United States | San Diego | Internet software & services | Georgian Partners, Craft Ventures | 2017 | $535M | None | 6 | 2 | None |
| Cerebras Systems | $4 | 11/14/2018 | United States | Los Altos | Hardware | Benchmark, Foundation Capital, Sequoia Capital | 2016 | $718M | None | 14 | 3 | None |
| Farmers Business Network | $4 | 8/3/2020 | United States | San Carlos | Other | Blackrock, Kleiner Perkins Caulfield & Byers, Google Ventures | 2014 | $739.6M | None | 21 | 5 | None |
| Branch | $4 | 9/10/2018 | United States | Redwood City | Mobile & telecommunications | New Enterprise Associates, Pear, Cowboy Ventures | 2014 | $542M | None | 15 | 5 | None |
| Aurora Solar | $4 | 5/24/2021 | United States | San Francisco | Internet software & services | Fifth Wall Ventures, Energize Ventures, ICONIQ Capital | 2013 | $520.4M | None | 9 | 2 | None |
| Hozon Auto | $3.95 | 10/25/2021 | China | Shanghai | Auto & transportation | HD Capital, Qihoo 360 Technology, China Fortune Land Development | 2014 | $3.146B | None | 13 | 2 | None |
| Medlinker | $3.92 | 7/31/2018 | China | Chengdu | Health | China Health Industry Investment Fund, China Renaissance, and Sequoia Capital China | 2014 | $764.74M | None | 10 | 6 | None |
| Intarcia Therapeutics | $3.80 | 4/1/2014 | United States | Boston | Health | New Enterprise Associates, New Leaf Venture Partners, Charter Venture Capital | 1995 | $1.487B | None | 38 | 14 | None |
| StockX | $3.80 | 6/26/2019 | United States | Detroit | E-commerce & direct-to-consumer | Google Ventures, Battery Ventures, DST Global | 2016 | $520M | None | 30 | 4 | None |
| MessageBird | $3.80 | 10/8/2020 | Netherlands | Amsterdam | Mobile & telecommunications | Y Combinator, Atomico, Accel | 2011 | $1.1B | None | 15 | 3 | None |
| Guild Education | $3.75 | 11/13/2019 | United States | Denver | Internet software & services | General Atlantic, Blackstone, ICONIQ Growth | 2015 | $376.5M | None | 25 | 5 | None |
| Articulate | $3.75 | 7/1/2021 | United States | New York | Edtech | Blackstone, ICONIQ Growth, General Atlantic | 2015 | $376.5M | None | 25 | 5 | None |
| FalconX | $3.75 | 8/10/2021 | United States | San Mateo | Fintech | Tiger Global Management, American Express Ventures, B Capital Group | 2018 | $277M | None | 15 | 2 | None |
| Dutchie | $3.75 | 3/16/2021 | United States | Bend | E-commerce & direct-to-consumer | Casa Verde Capital, Gron Ventures, Thrity Five Ventures | 2017 | $603M | None | 14 | 2 | None |
| Cohesity | $3.70 | 6/11/2018 | United States | San Jose | Data management & analytics | SoftBank Group, Sequoia Capital, Wing Venture Capital | 2013 | $660M | None | 22 | 6 | None |
| VAST Data | $3.70 | 4/16/2020 | United States | New York | Data management & analytics | Norwest Venture Partners, Goldman Sachs, Dell Technologies Capital | 2016 | $263M | None | 11 | 2 | None |
| GOAT | $3.70 | 9/23/2020 | United States | Culver City | E-commerce & direct-to-consumer | Upfront Ventures, Webb Investment Network, D1 Capital Partners | 2015 | $491.62M | None | 28 | 6 | None |
| Noom | $3.70 | 5/24/2021 | United States | New York | Health | Qualcomm Ventures, Samsung Ventures, Silver Lake | 2006 | $627.8M | None | 28 | 3 | None |
| Redwood Materials | $3.70 | 7/28/2021 | United States | Carson City | Other | Breakthrough Energy Ventures, Capricorn Investment Group, Valor Equity Partners | 2017 | $792M | None | 12 | 1 | None |
| Papaya Global | $3.70 | 3/4/2021 | United States | New York | Internet software & services | Bessemer Venture Partners, Insight Partners, New Era Ventures | 2016 | $438M | None | 16 | 2 | None |
| ShareChat | $3.70 | 4/8/2021 | India | Bengaluru | Internet software & services | India Quotient, Elevation Capital, Lightspeed Venture Partners | 2015 | $1.277B | None | 22 | 7 | None |
| Relativity | $3.60 | 3/18/2021 | United States | Chicago | Internet software & services | Silver Lake, ICONIQ Capital | 2001 | $125M | None | 2 | 1 | None |
| Whoop | $3.60 | 10/28/2020 | United States | Boston | E-commerce & direct-to-consumer | NextView Ventures, Promus Ventures, Two Sigma Ventures | 2012 | $404.38M | None | 36 | 6 | None |
| Applied Intuition | $3.60 | 10/22/2020 | United States | Sunnyvale | Data management & analytics | Andreessen Horowitz, Lux Capital, General Catalyst | 2017 | $340M | None | 21 | 2 | None |
| Course Hero | $3.60 | 2/12/2020 | United States | Redwood City | Edtech | NewView Capital, Maveron, Ridge Ventures | 2006 | $475.68M | None | 17 | 4 | None |
| Otto Bock HealthCare | $3.52 | 6/24/2017 | Germany | Duderstadt | Health | EQT Partners | 1919 | $815.49M | None | 2 | 1 | None |
| Indigo Ag | $3.50 | 9/26/2017 | United States | Boston | Artificial intelligence | Activant Capital Group, Alaska Permanent Fund, Baillie Gifford & Co. | 2014 | $1.177B | None | 10 | 5 | None |
| HyalRoute | $3.50 | 5/26/2020 | Singapore | Mobile & telecommunications | Kuang-Chi | None | 2015 | $263.12M | None | 1 | 1 | None |
| Rec Room | $3.50 | 3/23/2021 | United States | Seattle | Internet software & services | First Round Capital, Sequoia Capital, Index Ventures | 2016 | $294.82M | None | 13 | 3 | None |
| Digit Insurance | $3.50 | 1/15/2021 | India | Bengaluru | Fintech | Fairfax Financial Holdings, A91 Partners, TVS Capital | 2016 | $424.16M | None | 15 | 5 | None |
| Commure | $3.50 | 9/13/2021 | United States | San Francisco | Internet software & services | General Catalyst, HCA Healthcare | 2017 | $743.89M | None | 2 | 2 | None |
| Mirakl | $3.50 | 9/22/2020 | France | Paris | E-commerce & direct-to-consumer | Elaia Partners, 83North, Felix Capital | 2011 | $948M | None | 6 | 4 | None |
| Coalition | $3.50 | 3/16/2021 | United States | San Francisco | Cybersecurity | Two Sigma Ventures, Flint Capital, Commerce Ventures | 2017 | $520M | None | 14 | 4 | None |
| Tekion | $3.50 | 10/21/2020 | United States | San Ramon | Internet software & services | Airbus Ventures, Index Ventures, Advent International | 2016 | $400M | None | 14 | 2 | None |
| Celsius Network | $3.50 | 10/12/2021 | United States | Hoboken | Fintech | WestCap Group, Caisse de depot et placement du Quebec | 2017 | $778.8M | None | 4 | 3 | None |
| GoStudent | $3.50 | 6/22/2021 | Austria | Vienna | Edtech | DN Capital, Left Lane Capital, Coatue Management | 2017 | $684.79M | None | 13 | 3 | None |
| Highspot | $3.50 | 2/22/2021 | United States | Seattle | Internet software & services | Madrona Venture Group, Shasta Ventures, Salesforce Ventures | 2013 | $652.85M | None | 13 | 5 | None |
| Handshake | $3.50 | 5/12/2021 | United States | San Francisco | Internet software & services | Kleiner Perkins Caufield & Byers, Lightspeed Venture Partners, True Ventures | 2014 | $430.5M | None | 16 | 6 | None |
| ChargeBee Technologies | $3.50 | 4/20/2021 | United States | Walnut | Fintech | Insight Partners, Tiger Global Management, Accel | 2011 | $468.65M | None | 6 | 4 | None |
| Flock Safety | $3.50 | 7/13/2021 | United States | Atlanta | Hardware | Matrix Partners, Initialized Capital, Tiger Global Management | 2017 | $382.14M | None | 15 | 2 | None |
| Unacademy | $3.44 | 9/2/2020 | India | Bengaluru | Edtech | Blume Ventures, Nexus Venture Partners, Sequoia Capital India | 2015 | $875.73M | None | 34 | 9 | None |
| MoonPay | $3.40 | 11/22/2021 | United States | Miami | Fintech | New Enterprise Associates, Coatue Management, Tiger Global Management | 2019 | $555M | None | 6 | 1 | None |
| Upstox | $3.40 | 11/29/2021 | India | Mumbai | Fintech | Tiger Global Management, Kalaari Capital | 2010 | $54M | None | 4 | 2 | None |
| Youxia Motors | $3.35 | 4/2/2018 | China | Shanghai | Auto & transportation | China Environmental Protection Industry, China Fortune Ocean | 2014 | $1.326B | None | 7 | 2 | None |
| OwnBackup | $3.35 | 1/28/2021 | United States | Englewood Cliffs | Data management & analytics | Insight Partners, Salesforce Ventures, Vertex Ventures | 2015 | $507.25M | None | 12 | 4 | None |
| Starburst | $3.35 | 1/6/2021 | United States | Boston | Data management & analytics | Index Ventures, Coatue Management, Andreessen Horowitz | 1999 | None | None | 1 | None | None |
| Cloudwalk | $3.32 | 10/8/2018 | China | Guangzhou | Artificial intelligence | Oriza Holdings, Guangdong Technology Financial Group | 2015 | $778.82M | None | 38 | 1 | None |
| ECARX | $3.31 | 10/26/2020 | China | Wuhan | Auto & transportation | Geely, SIG Asia Investments, China State Capital Venture Capital Fund | 2016 | $443.67M | None | 6 | 3 | None |
| Sila Nanotechnologies | $3.30 | 4/16/2019 | United States | Alameda | Other | Bessemer Venture Partners, Sutter Hill Ventures, Matrix Partners | 2011 | $930.83M | None | 15 | 2 | None |
| Scopely | $3.30 | 10/29/2019 | United States | Culver City | Mobile & telecommunications | Greycroft, Sands Capital, Revolution Growth | 2011 | $998.5M | Acquired | 53 | 7 | 1 |
| Komodo Health | $3.30 | 5/22/2020 | United States | San Francisco | Health | Andreessen Horowitz, IA Ventures, Felicis Ventures | 2014 | $315M | None | 10 | 1 | None |
| Kurly | $3.30 | 7/9/2021 | South Korea | Seoul | Supply chain, logistics, & delivery | Sequoia Capital China, DST Global, DST Global | 2014 | $769.86M | None | 20 | 6 | None |
| Cars24 | $3.30 | 11/24/2020 | India | Gurgaon | E-commerce & direct-to-consumer | Moore Strategic Ventures, DST Global, Sequoia Capital India | 2015 | $1.296B | None | 30 | 5 | None |
| Via | $3.30 | 3/30/2020 | United States | New York | Auto & transportation | 83North, RiverPark Ventures, Pitango Venture Capital | 2012 | $697.06M | None | 23 | 6 | None |
| BlockDaemon | $3.25 | 9/21/2021 | United States | Los Angeles | Fintech | BOLDstart Ventures, Lerer Hippeau, Kenetic Capital | 2016 | $401.54M | None | 34 | 2 | None |
| Dadi Cinema | $3.24 | 5/11/2016 | China | Shenzhen | Other | Alibaba Pictures Group | 2006 | $154M | None | 1 | 1 | None |
| Thumbtack | $3.20 | 9/29/2015 | United States | San Francisco | E-commerce & direct-to-consumer | Tiger Global, Sequoia Capital, Google Capital | 2008 | $698.85M | None | 26 | 9 | None |
| Cedar | $3.20 | 3/9/2021 | United States | New York | Fintech | Thrive Capital, Founders Fund, Cocnord Health Partners | 2016 | $350.81M | None | 16 | 3 | None |
| Eruditus Executive Education | $3.20 | 8/12/2021 | India | Mumbai | Edtech | Sequoia Capital India, Softbank, Bertelsmann India Investments | 2010 | $593.46M | None | 13 | 5 | None |
| Blockstream | $3.20 | 8/24/2021 | Canada | Vancouver | Fintech | AME Cloud Ventures, Future Perfect Ventures, Blockchain Capital | 2014 | $311M | None | 23 | 4 | None |
| ConsenSys | $3.20 | 11/17/2021 | United States | New York | Fintech | Third Point, Electric Capital, Coinbase Ventures | 2014 | $282.5M | None | 24 | 1 | None |
| Innovaccer | $3.20 | 2/19/2021 | United States | San Francisco | Health | M12, WestBridge Capital, Lightspeed Venture Partners | 2014 | $375.68M | None | 27 | 4 | None |
| Ironclad | $3.20 | 1/18/2022 | United States | Sacramento | Internet software & services | Accel, Sequoia Capital, Y Combinator | 2014 | $331.12M | None | 10 | 3 | None |
| Skims | $3.20 | 4/9/2021 | United States | Los Angeles | E-commerce & direct-to-consumer | Thrive Capital, Alliance Consumer Growth, Imaginary Ventures | 2019 | $394M | None | 5 | 2 | None |
| PsiQuantum | $3.15 | 7/27/2021 | United States | Palo Alto | Hardware | Playground Global, M12, BlackRock | 2016 | $728.5M | None | 10 | 1 | None |
| SpotOn | $3.15 | 5/26/2021 | United States | San Francisco | Fintech | Dragoneer Investment Group, DST Global, Franklin Templeton | 2017 | $600M | None | 13 | 3 | None |
| Udaan | $3.10 | 9/4/2018 | India | Bengaluru | Supply chain, logistics, & delivery | DST Global, Lightspeed Venture Partners, Microsoft ScaleUp | 2016 | $1.447B | None | 21 | 5 | None |
| HighRadius | $3.10 | 1/7/2020 | United States | Houston | Fintech | Susquehanna Growth Equity, Citi Ventures, ICONIQ Capital | 2006 | $475M | None | 11 | 2 | None |
| Nuvemshop | $3.10 | 8/17/2021 | Brazil | Sao Paulo | E-commerce & direct-to-consumer | Kaszek Ventures, Qualcomm Ventures, Accel | 2011 | $628.3M | None | 24 | 2 | None |
| DailyHunt | $3.10 | 12/22/2020 | India | Bengaluru | Internet software & services | Falcon Edge Capital, Omidyar Network, Sequoia Capital India | 2007 | $868.67M | None | 24 | 7 | None |
| Gorillas | $3.10 | 3/25/2021 | Germany | Berlin | E-commerce & direct-to-consumer | Coatue Management, Atlantic Food Labs, DST Global | 2020 | $1.335B | None | 14 | 2 | None |
| Yixia | $3 | 11/24/2015 | China | Beijing | Mobile & telecommunications | Sequoia Capital China, Sina Weibo, Kleiner Perkins Caufield & Byers, Redpoint Ventures | 2011 | $775M | None | 10 | 2 | None |
| Traveloka | $3 | 1/1/2017 | Indonesia | Jakarta | Travel | Global Founders Capital, East Ventures, Expedia Inc. | 2012 | $1.17B | None | 8 | 3 | None |
| SouChe Holdings | $3 | 11/1/2017 | China | Hangzhou | E-commerce & direct-to-consumer | Morningside Ventures, Warburg Pincus, CreditEase Fintech Investment Fund | 2012 | $1.282B | None | 22 | 2 | None |
| BGL Group | $3 | 11/24/2017 | United Kingdom | Peterborough | Fintech | CPP Investment Board | 1992 | $900M | Divestiture | 1 | 1 | 1 |
| Circle | $3 | 5/15/2018 | United States | Boston | Fintech | General Catalyst, Digital Currency Group, Accel | 2013 | $712.5M | Divestiture | 34 | 6 | 3 |
| Zuoyebang | $3 | 7/18/2018 | China | Beijing | Edtech | Sequoia Capital China, Xiang He Capital, GGV Capital | 2014 | $3.435B | None | 17 | 2 | None |
| Delhivery | $3 | 2/27/2019 | India | Gurgaon | Supply chain, logistics, & delivery | Times Internet, Nexus Venture Partners, SoftBank Group | 2011 | $1.361B | None | 16 | 5 | None |
| FlixMobility | $3 | 7/18/2019 | Germany | Munich | Auto & transportation | Holtzbrinck Ventures, Unternehmertum Venture Capital, General Atlantic | 2013 | $1.211B | None | 16 | 3 | None |
| Wildlife Studios | $3 | 12/5/2019 | Brazil | Sao Paulo | Other | Benchmark, Bessemer Venture Partners | 2011 | $180M | None | 9 | 2 | None |
| ApplyBoard | $3 | 5/5/2020 | Canada | Kitchener | Edtech | Artiman Ventures, Plug and Play Ventures, Anthos Capital | 2015 | $479.91M | None | 19 | 3 | None |
| Forter | $3 | 11/19/2020 | United States | New York | Cybersecurity | Sequoia Capital Israel, Scale Venture Partners, Commerce Ventures | 2013 | $525M | None | 17 | 4 | None |
| Calendly | $3 | 1/26/2021 | United States | Atlanta | Internet software & services | ICONIQ Capital, OpenView Venture Partners | 2013 | $350.55M | None | 4 | 1 | None |
| BlockFi | $3 | 3/11/2021 | United States | Jersey City | Fintech | ConsenSys Ventures, Valar Ventures, PUC | 2017 | $512.75M | None | 44 | 3 | None |
| ActiveCampaign | $3 | 4/21/2021 | United States | Chicago | Internet software & services | Silversmith Capital Partners, Susquehanna Growth Equity, Tiger Global Management | 2003 | $360M | None | 4 | 1 | None |
| CMR Surgical | $3 | 9/17/2019 | United Kingdom | Cambridge | Health | Cambridge Innovation Capital, LGT Capital Partners, Escala Capital | 2014 | $986.3M | None | 14 | 4 | None |
| Lucid Software | $3 | 6/29/2021 | United States | South Jordan | Internet software & services | Spectrum Equity, ICONIQ Capital, Grayhawk Capital | 2010 | $166M | None | 14 | 4 | None |
| Age of Learning | $3 | 5/3/2016 | United States | Glendale | Edtech | Iconiq Capital | 2007 | $481.5M | None | 4 | 2 | None |
| Carbon Health | $3 | 7/21/2021 | United States | San Francisco | Health | Brookfield Asset Management, Blackstone, Data Collective | 2015 | $523.18M | None | 36 | 2 | None |
| Contentful | $3 | 7/28/2021 | Germany | Berlin | Internet software & services | Balderton Capital, General Catalyst, Tiger Global Management | 2013 | $331M | None | 13 | 3 | None |
| LaunchDarkly | $3 | 7/28/2021 | United States | Oakland | Internet software & services | Uncork Capital, Threshold Ventures, Bloomberg Beta | 2014 | $330.34M | None | 13 | 4 | None |
| Seismic | $3 | 12/18/2018 | United States | San Diego | Internet software & services | Jackson Square Ventures, General Atlantic, Lightspeed Venture Partners | 2010 | $426.5M | None | 8 | 6 | None |
| Grafana Labs | $3 | 8/24/2021 | United States | New York | Internet software & services | Lightspeed Venture Partners, Lead Edge Capital, Coatue Management | 2014 | $330.23M | None | 5 | 1 | None |
| Sky Mavis | $3 | 10/4/2021 | Vietnam | Ho Chi Minh City | Internet software & services | Fabric Ventures, 500 Global, Standard Crypto | 2019 | $161M | None | 18 | 1 | None |
| Outschool | $3 | 4/14/2021 | United States | San Francisco | Edtech | Uniion Square Ventures, Tiger Global Management, Lightspeed Venture Capital | 2015 | $240.02M | None | 13 | 2 | None |
| TradingView | $3 | 10/14/2021 | United States | Westerville | Fintech | Tiger Global Management, Insight Partners, Jump Capital | 2011 | $339.37M | None | 10 | 4 | None |
| Groww | $3 | 4/7/2021 | India | Bengaluru | Fintech | Tiger Global Management, Sequoia Capital India, Ribbit Capital | 2017 | $399.89M | None | 17 | 3 | None |
| Podium | $3 | 4/7/2020 | United States | Lehi | Internet software & services | Accel, Summit Partners, Google Ventures | 2014 | $422.22M | None | 12 | 4 | None |
| Anchorage Digital | $3 | 12/15/2021 | United States | San Francisco | Fintech | Andreessen Horowitz, Blockchain Capital, Lux Capital | 2017 | $487M | None | 28 | 1 | None |
| Inxeption | $3 | 1/13/2022 | United States | San Francisco | Fintech | Coatue Management, BMO Capital, Schonfeld Strategic Advisors | 2017 | $486.5M | None | 5 | 1 | None |
| Lattice | $3 | 3/23/2021 | United States | San Francisco | Internet software & services | Khosla Ventures, Thrive Capital, Y Combinator | 2015 | $329.32M | None | 17 | 6 | None |
| Flutterwave | $3 | 3/9/2021 | United States | San Francisco | Fintech | Green Visor Capital, CRE Venture Capital, Greycroft | 2016 | $474.71M | None | 41 | 5 | None |
| Amber Group | $3 | 6/21/2021 | Hong Kong | Fintech | Tiger Global Management, Tiger Brokers, DCM Ventures | None | 2015 | $328M | None | 18 | 3 | None |
| KK Group | $3 | 10/23/2019 | China | Dongguan | E-commerce & direct-to-consumer | Matrix Partners China, Bright Venture Capita, Shenzhen Capital Group | 2014 | $614.44M | None | 15 | 2 | None |
| Kraken | $2.92 | 6/25/2019 | United States | San Francisco | Fintech | Bnk To The Future, Trammell Ventures, SBI Investment | 2011 | $18.57M | None | 11 | 1 | None |
| OpenAI | $2.92 | 7/22/2019 | United States | San Francisco | Artificial intelligence | Khosla Ventures | 2015 | $1.25B | None | 6 | None | None |
| Ovo | $2.90 | 3/14/2019 | Indonesia | Jakarta | Fintech | Grab, Tokopedia, Tokyo Century Corporation | 2017 | $116M | Acquired | 3 | 1 | 1 |
| Workrise | $2.90 | 9/30/2019 | United States | Austin | Internet software & services | Founders Fund, Quantum Energy Partners, Bedrock Capital | 2014 | $752.5M | None | 16 | 5 | None |
| Loft | $2.90 | 1/3/2020 | Brazil | Sao Paulo | E-commerce & direct-to-consumer | Monashees+, Andreessen Horowitz, QED Investors | 2018 | $788M | None | 34 | 4 | None |
| BharatPe | $2.85 | 7/30/2021 | India | New Delhi | Fintech | Insight Partners, Sequoia Capital India, BEENEXT | 2018 | $702.25M | None | 22 | 4 | None |
| DriveWealth | $2.85 | 8/20/2021 | United States | Chatham | Fintech | Point72 Ventures, Route 66 Ventures, Accel | 2012 | $537.71M | None | 13 | 3 | None |
| Flink | $2.85 | 12/1/2021 | Germany | Berlin | E-commerce & direct-to-consumer | Mubadala Capital, Bond, Prosus Ventures | 2021 | $1.042B | None | 10 | 1 | None |
| Meicai | $2.80 | 6/22/2016 | China | Beijing | Mobile & telecommunications | Tiger Global Management, Blue Lake Capital, ZhenFund | 2014 | $651.6M | None | 9 | 1 | None |
| ContentSquare | $2.80 | 5/25/2021 | France | Paris | Internet software & services | Highland Europe, Eurazeo, Canaan Partners | 2012 | $812M | None | 11 | 3 | None |
| Zipline | $2.80 | 5/20/2019 | United States | South San Francisco | Supply chain, logistics, & delivery | Sequoia Capital, Baillie Gifford & Co., Google Ventures | 2014 | $487.16M | None | 37 | 4 | None |
| Graphcore | $2.77 | 12/18/2018 | United Kingdom | Bristol | Artificial intelligence | Dell Technologies Capital, Pitango Venture Capital, Amadeus Capital Partners | 2016 | $682M | None | 29 | 5 | None |
| Illumio | $2.75 | 4/14/2015 | United States | Sunnyvale | Cybersecurity | Data Collective, Formation 8, General Catalyst Partners | 2013 | $557.15M | None | 18 | 5 | None |
| Convoy | $2.75 | 9/21/2018 | United States | Seattle | Supply chain, logistics, & delivery | Greylock Partners, capitalG, Y Combinator | 2015 | $675.46M | None | 43 | 4 | None |
| MasterClass | $2.75 | 5/13/2021 | United States | San Francisco | Edtech | Institutional Venture Partners, New Enterprise Associates, Javelin Venture Partners | 2015 | $461.4M | None | 31 | 4 | None |
| Dream Games | $2.75 | 6/30/2021 | Turkey | Istanbul | Mobile & telecommunications | Makers Fund, Index Ventures, Inova Ventures Participacees | 2019 | $467.2M | None | 6 | 3 | None |
| Transmit Security | $2.74 | 6/22/2021 | Israel | Tel Aviv | Cybersecurity | General Atlantic, Insight Partners, Vintage Investment Partners | 2014 | $583M | None | 11 | 1 | None |
| Tradeshift | $2.70 | 5/30/2018 | United States | San Francisco | Fintech | Notion Capital, Scentan Ventures, Kite Ventures | 2009 | $1.103B | None | 28 | 9 | None |
| Nextiva | $2.70 | 9/14/2021 | United States | Scottsdale | Internet software & services | Goldman Sachs Asset Management | 2008 | $207.5M | None | 2 | 1 | None |
| o9 Solutions | $2.70 | 4/28/2020 | United States | Dallas | Artificial intelligence | KKR | 2009 | $420M | None | 3 | 2 | None |
| Ethos | $2.70 | 5/11/2021 | United States | San Francisco | Fintech | Sequoia Capital, Google Ventures, Accel | 2019 | $520K | None | 1 | None | None |
| Sourcegraph | $2.62 | 7/13/2021 | United States | San Francisco | Internet software & services | Redpoint Ventures, Goldcrest Capital, Insight Partners | 2013 | $223M | None | 8 | 2 | None |
| JumpCloud | $2.62 | 9/13/2021 | United States | Louisville | Data management & analytics | Foundry Group, General Atlantic, BlackRock | 2012 | $418.45M | None | 20 | 4 | None |
| Project44 | $2.62 | 6/1/2021 | United States | Chicago | Supply chain, logistics, & delivery | Emergence Capital Partners, 8VC, Chicago Ventures | 2014 | $928.8M | None | 20 | 4 | None |
| ManoMano | $2.60 | 7/5/2021 | France | Paris | E-commerce & direct-to-consumer | General Atlantic, Piton Capital, Partech Partners | 2013 | $708.73M | None | 12 | 3 | None |
| Pendo | $2.60 | 10/17/2019 | United States | Raleigh | Internet software & services | Contour Venture Partners, Battery Ventures, Core Capital Partners | 2013 | $359.17M | None | 18 | 4 | None |
| Plume | $2.60 | 2/23/2021 | United States | Palo Alto | Internet software & services | Insight Partners, Jackson Square Ventures, Liberty Gloval Ventures | 2015 | $712.93M | None | 15 | 6 | None |
| Moglix | $2.60 | 5/17/2021 | Singapore | E-commerce & direct-to-consumer | Jungle Ventures, Accel, Venture Highway | None | 2015 | $470.71M | None | 16 | 6 | None |
| Clari | $2.60 | 3/3/2021 | United States | Sunnyvale | Internet software & services | Sequoia Capital, Bain Capital Ventures, enaya Capital | 2012 | $496M | None | 15 | 4 | None |
| Vista Global | $2.50 | 8/23/2017 | United Arab Emirates | Dubai | Other | Rhone Capital | 2004 | $418.45M | None | 20 | 4 | None |
| BYTON | $2.50 | 4/20/2018 | China | Nanjing | Auto & transportation | FAW Group, Tencent Holdings, Tus Holdings | 2016 | $1.208B | None | 11 | 3 | None |
| Acronis | $2.50 | 9/18/2019 | Switzerland | Schaffhausen | Cybersecurity | Goldman Sachs, VebVentures, Insight Partners | 2003 | $427.51M | None | 8 | 2 | None |
| Side | $2.50 | 3/22/2021 | United States | San Francisco | Internet software & services | Coatue Managemeny, Trinity Ventures, Matrix Partners | 2017 | $262.82M | None | 10 | 2 | None |
| Lenskart | $2.50 | 12/20/2019 | India | Faridabad | E-commerce & direct-to-consumer | Chiratae Ventures, PremjiInvest, Softbank | 2008 | $675.9M | Acquired | 18 | 9 | 2 |
| Infra.Market | $2.50 | 2/25/2021 | India | Thane | E-commerce & direct-to-consumer | Accel, Tiger Global Management, Nexus Venture Partners | 2016 | $381.4M | None | 26 | 2 | None |
| Varo Bank | $2.50 | 9/9/2021 | United States | San Francisco | Fintech | Warburg Pincus, The Rise Fund, HarbourVest Partners | 2015 | $991.33M | None | 14 | 3 | None |
| Cato Networks | $2.50 | 11/17/2020 | Israel | Tel Aviv | Cybersecurity | Aspect Ventures, SingTel Innov8, Greylock Partners | 2015 | $512M | None | 10 | 4 | None |
| Aura | $2.50 | 6/9/2021 | United States | Burlington | Cybersecurity | Warburg Pincus, General Catalyst | 2019 | $561.82M | None | 6 | 2 | None |
| Vercel | $2.50 | 6/23/2021 | United States | San Francisco | Internet software & services | CRV, Accel, Google Ventures | 2015 | $313M | None | 16 | 2 | None |
| Sysdig | $2.50 | 4/28/2021 | United States | San Francisco | Cybersecurity | Accel, Bain Capital Ventures, Insight Partners | 2013 | $728.2M | None | 12 | 4 | None |
| Zetwerk | $2.50 | 8/20/2021 | India | Bengaluru | Internet software & services | Sequoia Capital India, Kae Capital, Accel | 2018 | $656.67M | None | 24 | 3 | None |
| Uniphore | $2.50 | 2/16/2022 | United States | Palo Alto | Artificial Intelligence | Chiratae Ventures, March Capital Partners, National Grid Partners | 2008 | $626.63M | None | 25 | 3 | None |
| Somatus | $2.50 | 2/23/2022 | United States | McLean | Health | The Blue Venture Fund, Flare Capital Partners, Longitude Capital | 2016 | $465M | None | 14 | 3 | None |
| Uala | $2.45 | 8/13/2021 | Argentina | Buenos Aires | Fintech | Soros Fund Management, Ribbit Capital, Monashees+ | 2017 | $608M | None | 21 | 4 | None |
| Mobile Premier League | $2.45 | 9/15/2021 | India | Bengaluru | Internet software & services | Sequoia Capital India, RTP Global, Go-Ventures | 2018 | $377.7M | None | 30 | 3 | None |
| Cybereason | $2.44 | 8/6/2019 | United States | Boston | Cybersecurity | SoftBank Group, CRV, Spark Capital | 2012 | $713.62M | None | 8 | 5 | None |
| Cgtz | $2.41 | 2/21/2017 | China | Hangzhou | Fintech | Shunwei Capital Partners, China Media Group, Guangzhou Huiyin Aofeng Equity Investment Fund | 2014 | $535.86M | None | 4 | 1 | None |
| Star Charge | $2.41 | 5/19/2021 | China | Changzhou | Auto & transportation | Shunwei Capital Partners, China Media Group, Guangzhou Huiyin Aofeng Equity Investment Fund | 2014 | $125.58M | None | 9 | 1 | None |
| Carbon | $2.40 | 8/20/2015 | United States | Redwood City | Hardware | Google Ventures, Sequoia Capital, Wakefield Group | 2013 | $692M | None | 24 | 5 | None |
| PolicyBazaar | $2.40 | 5/6/2019 | India | Gurgaon | Fintech | Info Edge, Softbank Capital | 2008 | $633.78M | None | 22 | 7 | None |
| Paxos | $2.40 | 4/29/2021 | United States | New York | Fintech | Liberty City Ventures, RRE Ventures, Mithril Capital Management | None | None | None | 1 | None | None |
| Exabeam | $2.40 | 6/1/2021 | United States | Foster City | Cybersecurity | Norwest Venture Partners, Aspect Ventures, Lightspeed Venture Partners | 2013 | $390M | None | 9 | 5 | None |
| BitSight Technologies | $2.40 | 9/13/2021 | United States | Boston | Cybersecurity | Menlo Ventures, GGV Capital, Flybridge Capital Partners | 2013 | $390M | None | 9 | 5 | None |
| Trumid | $2.40 | 7/15/2020 | United States | New York | Fintech | T. Rowe Price, Dragoneer Investment Group, BlackRock | 2014 | $711.73M | None | 22 | 5 | None |
| ABL Space Systems | $2.40 | 3/25/2021 | United States | El Segundo | Other | T. Rowe Price, Lockheed Martin Ventures, Fidelity Investment | 2017 | $483.5M | None | 9 | 2 | None |
| Bought By Many | $2.35 | 6/1/2021 | United Kingdom | London | Fintech | Octopus Ventures, Munich Re Ventures, CommerzVentures | 2012 | $477.27M | None | 8 | 3 | None |
| Jobandtalent | $2.35 | 12/1/2021 | Spain | Madrid | Internet software & services | Kibo Ventures, SoftBank Group, Atomico | 2009 | $1.072B | None | 20 | 3 | None |
| WEMAKEPRICE | $2.34 | 9/9/2015 | South Korea | Seoul | E-commerce & direct-to-consumer | IMM Investment, NXC | 2009 | $486.65M | None | 3 | 4 | None |
| Biren Technology | $2.32 | 8/18/2020 | China | Shanghai | Hardware | V FUND, IDG Capital, Green Pine Capital Partners | 2019 | $288.22M | None | 32 | 3 | None |
| Voodoo | $2.31 | 8/17/2020 | France | Paris | Other | Tencent Holdings, Goldman Sachs | 2013 | $569.95M | None | 3 | 2 | None |
| Uptake | $2.30 | 10/27/2015 | United States | Chicago | Artificial intelligence | Revolution, New Enterprise Associates, Caterpillar | 2014 | $317M | None | 8 | 4 | None |
| KeepTruckin | $2.30 | 4/23/2019 | United States | San Francisco | Supply chain, logistics, & delivery | Google Ventures, Index Ventures, Scale Venture Partners | 2013 | $417.3M | None | 8 | 5 | None |
| Skydance Media | $2.30 | 2/11/2020 | United States | Santa Monica | Other | RedBird Capital Partners, CJ ENM, Tencent Holdings | 2010 | $2.075B | None | 4 | 1 | None |
| Greenlight | $2.30 | 9/24/2020 | United States | Atlanta | Fintech | Relay Ventures, TTV Capital, Canapi Ventures | 2014 | $556.5M | None | 22 | 3 | None |
| Bowery Farming | $2.30 | 5/25/2021 | United States | New York | Other | Temasek, Google Ventures, General Catalyst | 2015 | $630.9M | None | 31 | 2 | None |
| Odoo | $2.30 | 7/29/2021 | Belgium | Louvain-la-Neuve | Internet software & services | Summit Partners, Noshaq, Sofinnova Partners | 2005 | $319M | None | 6 | 1 | None |
| MoMo | $2.27 | 12/10/2021 | Vietnam | Ho Chi Minh City | Fintech | Goodwater Capital, Warburg Pincus, GS Growth | 2013 | $433.7M | None | 10 | 3 | None |
| Ankorstore | $2.26 | 1/10/2022 | France | Paris | E-commerce & direct-to-consumer | Global Founders Capital, Aglae Ventures, Alven Capital | 2019 | $420.89M | None | 9 | 1 | None |
| Zume | $2.25 | 11/1/2018 | United States | Mountain View | Consumer & retail | Softbank Group, AME Cloud Ventures, SignalFire | 2015 | $445.69M | None | 6 | 3 | None |
| Algolia | $2.25 | 7/28/2021 | United States | San Francisco | Internet software & services | Accel, Alven Capital, Storm Ventures | 2012 | $334.34M | None | 28 | 3 | None |
| Pattern | $2.25 | 10/6/2021 | United States | Lehi | Internet software & services | Knox Lane, Ainge Advisory, Carlson Private Capital Partners,/td> | 2013 | $277M | None | 5 | 1 | None |
| NuCom Group | $2.20 | 2/22/2018 | Germany | Unterfoehring | Other | General Atlantic | 2016 | None | Acquired | 1 | 1 | 1 |
| MUSINSA | $2.20 | 11/11/2019 | South Korea | Seoul | E-commerce & direct-to-consumer | Sequoia Capital | 2001 | $286.36M | None | 2 | 2 | None |
| Current | $2.20 | 4/27/2021 | United States | New York | Fintech | Expa, QED Investors, Foundation Capital | 2015 | $383.41M | None | 18 | 3 | None |
| Bitso | $2.20 | 5/5/2021 | Mexico | Mexico City | Fintech | Pantera Capital, QED Investors, Coinbase Ventures | 2014 | $314.66M | None | 22 | 2 | None |
| Gympass | $2.20 | 6/12/2019 | United States | New York | Internet software & services | General Atlantic, SoftBank Group, Atomico | 2012 | $529.16M | None | 10 | 2 | None |
| Reify Health | $2.20 | 8/10/2021 | United States | Boston | Health | Sierra Ventures, Battery Ventures, Asset Management Ventures | 2012 | $257.64M | None | 8 | 2 | None |
| Dialpad | $2.20 | 10/6/2020 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Google Ventures, Section 32 | 2011 | $425.96M | None | 15 | 7 | None |
| G7 Networks | $2.20 | 2/15/2022 | China | Beijing | Supply chain, logistics, & delivery | Eastern Bell Capital 32, SDIC CMC Investment Management, Trustbridge Partners | 2006 | $710M | None | 17 | 1 | None |
| BloomReach | $2.20 | 2/23/2022 | United States | Mountain View | Artificial intelligence | Bain Capital Ventures, Sixth Street Growth, Lightspeed Venture Partners | 2009 | $422M | None | 8 | 6 | None |
| Huaqin Telecom Technology | $2.19 | 10/8/2019 | China | Shanghai | Mobile & telecommunications | Zhangjiang Haocheng Venture Capital, Walden International, Intel Capital | 2005 | $276.35M | None | 16 | 1 | None |
| Accelerant | $2.19 | 1/12/2022 | United Kingdom | Colchester | Other | Deer Park Road, Altamont Capital Partners, Eldridge | 2018 | $190M | None | 5 | 1 | None |
| Hesai Tech | $2.18 | 8/1/2020 | China | Shanghai | Artificial intelligence | Lightspeed China Partners, Baidu Ventures, Qiming Venture Partners | 2013 | $717.29M | None | 20 | 3 | None |
| YITU Technology | $2.17 | 3/8/2018 | China | Shanghai | Artificial intelligence | Sequoia Capital China, Banyan Capital | 2012 | $385.12M | Divestiture | 11 | 1 | 1 |
| Addepar | $2.17 | 6/15/2021 | United States | Mountain View | Fintech | 8VC, D1 Capital Partners, Sway Ventures | 2009 | $513.93M | None | 18 | 5 | None |
| Neo4j | $2.15 | 6/17/2021 | United States | San Mateo | Data management & analytics | Eight Roads Ventures, One Peak Partners, Creandum | 2007 | $581.1M | None | 18 | 4 | None |
| CloudWalk | $2.15 | 9/8/2021 | Brazil | Sao Paulo | Fintech | Plug and Play Ventures, Valor Capital Group, DST Global | 2013 | $345M | None | 14 | 1 | None |
| FirstCry | $2.10 | 2/7/2020 | India | Pune | E-commerce & direct-to-consumer | SoftBank Group, SAIF Partners India, Valiant Capital Partners | 2010 | $831M | None | 15 | 6 | None |
| Eightfold.ai | $2.10 | 10/27/2020 | United States | Santa Clara | Internet software & services | Foundation Capital, Institutional Venture Partners, General Catalyst | 2016 | $397M | None | 6 | 3 | None |
| Webflow | $2.10 | 1/13/2021 | United States | San Francisco | Internet software & services | Accel, Silversmith Capital Partners, capitalG | 2012 | $214.92M | None | 9 | 2 | None |
| Urban Company | $2.10 | 4/27/2021 | India | Gurgaon | E-commerce & direct-to-consumer | VY Capital, Accel, Elevation Capital | 2014 | $441.24M | None | 17 | 7 | None |
| ReCharge | $2.10 | 5/6/2021 | United States | Los Angeles | Fintech | ICONIQ Growth, Bain Capital Ventures, Summit Partners | 2017 | None | None | 3 | None | None |
| Moveworks | $2.10 | 6/30/2021 | United States | Mountain View | Artificial intelligence | Lightspeed Venture Partners, Sapphire Ventures, Kleiner Perkins Caufield & Byers | 2016 | $305M | None | 11 | 1 | None |
| Medable | $2.10 | 10/26/2021 | United States | Palo Alto | Internet software & services | GSR Ventures, Sapphire Ventures, Streamlined Ventures | 2013 | $533.75M | None | 13 | 2 | None |
| SoundHound | $2.10 | 5/3/2018 | United States | Santa Clara | Artificial intelligence | Tencent Holdings, Walden Venture Capital, Global Catalyst Partnera | 2005 | $214.1M | None | 24 | 8 | None |
| GoCardless | $2.10 | 2/8/2022 | United Kingdom | London | Fintech | Accel, Passion Capital, Balderton Capital | 2011 | $529.32M | None | 16 | 4 | None |
| PayFit | $2.10 | 1/6/2022 | United Kingdom | London | Fintech | Accel, frst, Kima Ventures | 2016 | $497.24M | None | 13 | 3 | None |
| Xinchao Media | $2 | 4/9/2018 | China | Chengdu | Internet software & services | JD.com, Baidu, Vision Plus Capital | 2007 | $1.33B | IPO | 8 | 4 | 1 |
| Trendy Group International | $2 | 2/13/2012 | Hong Kong | Kowloon | Consumer & retail | L Capital Partners | 1999 | $200M | None | 1 | 1 | None |
| Avant | $2 | 12/17/2012 | United States | Chicago | Artificial intelligence | RRE Ventures, Tiger Global, August Capital | 1973 | $1.73B | None | 14 | 6 | None |
| Tubatu.com | $2 | 3/9/2015 | China | Shenzhen | E-commerce & direct-to-consumer | Sequoia Capital China, Matrix Partners China, 58.com | None | $216.48M | None | 3 | 1 | None |
| BlaBlaCar | $2 | 9/16/2015 | France | Paris | Auto & transportation | Accel Partners, Index Ventures, Insight Venture Partners | 2006 | $564.3M | None | 13 | 6 | None |
| HuiMin | $2 | 9/5/2016 | China | Beijing | E-commerce & direct-to-consumer | Zheshang Venture Capital, GP Capital, Western Capital Management | 2013 | $519.63M | None | 13 | 1 | None |
| Quora | $2 | 4/21/2017 | United States | Mountain View | Internet software & services | Y Combinator, Matrix Partners, Benchmark | 2009 | $286M | None | 10 | 5 | None |
| Improbable | $2 | 5/11/2017 | United Kingdom | London | Other | Andreessen Horowitz, SoftBank Group, Temasek Holdings | 2012 | $603.93M | None | 7 | 4 | None |
| Preferred Networks | $2 | 5/17/2018 | Japan | Tokyo | Artificial intelligence | Toyota Motor Corporation, Mizuho Financial Group, FANUC | 2014 | $152.19M | None | 11 | 2 | None |
| Formlabs | $2 | 8/1/2018 | United States | Somerville | Hardware | Pitango Venture Capital, DFJ Growth Fund, Foundry Group | 2011 | $261.25M | None | 24 | 6 | None |
| 4Paradigm | $2 | 12/19/2018 | China | Beijing | Artificial intelligence | Sequoia Capital China, China Construction Bank, Bank of China | 2015 | $930M | None | 39 | 2 | None |
| Calm | $2 | 2/6/2019 | United States | San Francisco | Consumer & retail | Insight Venture Partners, TPG Growth, Sound Ventures | 2012 | $217.98M | None | 28 | 4 | None |
| Kaseya | $2 | 3/27/2019 | United States | Miami | Cybersecurity | Insight Partners, TPG Alternative & Renewable Technologies, Ireland Strategic Investment Fund | 2000 | $617.57M | None | 3 | 1 | None |
| Mafengwo | $2 | 5/23/2019 | China | Beijing | Travel | Qiming Venture Partners, Capital Today, General Atlantic | 2010 | $488M | None | 13 | 1 | None |
| Druva | $2 | 6/20/2019 | United States | Sunnyvale | Data management & analytics | Nexus Venture Partners, Tenaya Capital, Sequoia Capital | 2007 | $475M | None | 16 | 4 | None |
| Kujiale | $2 | 10/25/2019 | China | Hangzhou | Internet software & services | GGV Capital, IDG Capital, Linear Venture | 2011 | $312M | None | 15 | 5 | None |
| AppsFlyer | $2 | 1/21/2020 | United States | San Francisco | Mobile & telecommunications | Magma Venture Partners, Pitango Venture Capital, Qumra Capital | 2011 | $303.1M | None | 8 | 4 | None |
| Keep | $2 | 5/19/2020 | China | Beijing | Mobile & telecommunications | Bertelsmann Asia Investments, GGV Capital, Morningside Venture Capital | 2014 | $614.49M | None | 11 | 2 | None |
| Redis Labs | $2 | 8/25/2020 | United States | Mountain View | Data management & analytics | Viola Ventures, Dell Technologies Capital, Bain Capital Ventures | 2011 | $355M | None | 13 | 5 | None |
| Xingyun Group | $2 | 9/24/2020 | China | Shenzhen | E-commerce & direct-to-consumer | Matrix Partners China, Eastern Bell Capital, Hongtai Capital Holdings | 2015 | $953.5M | None | 29 | 1 | None |
| Unqork | $2 | 10/6/2020 | United States | New York | Fintech | Blackrock, capitalG, World Lab Innovation | 2017 | $367.17M | None | 14 | 1 | None |
| Virta Health | $2 | 12/2/2020 | United States | San Francisco | Health | Caffeinated Capital, Obvious Ventures, Venrock | 2015 | $376.5M | None | 15 | 3 | None |
| ISN | $2 | 12/17/2020 | United States | Dallas | Supply chain, logistics, & delivery | Blackstone | 2001 | None | None | 1 | 1 | None |
| Earnix | $2 | 2/21/2021 | Israel | Giv’atayim | Fintech | Jerusalem Venture Partners, Israel Growth Partners, Insight Partners | 2001 | $98.5M | None | 6 | 2 | None |
| Guoquan Shihui | $2 | 3/17/2021 | China | Shanghai | Consumer & retail | Tiantu Capital, CMB International Capital, Vision Knight Capital | 2017 | $423.44M | None | 9 | 2 | None |
| Clearco | $2 | 4/20/2021 | Canada | Toronto | Fintech | Highland Capital Partners, Oak HC/FT Partners, Emergence Capital Partners | 2015 | $935.01M | None | 23 | 1 | None |
| Hive | $2 | 4/21/2021 | United States | San Francisco | Artificial intelligence | Tomales Bay Capital, Bain & Company, General Catalyst | 2013 | $85M | None | 5 | 1 | None |
| KRY | $2 | 4/27/2021 | Sweden | Stockholm | Health | Index Ventures, Creandum, Accel | 2014 | $570.99M | None | 10 | 3 | None |
| Kajabi | $2 | 5/4/2021 | United States | Irvine | Internet software & services | Meritech Capital Partners, Tiger Global Management, Spectrum Equity | 2010 | $550M | None | 6 | 1 | None |
| Beisen | $2 | 5/11/2021 | China | Beijing | Internet software & services | Matrix Partners China, Sequoia Capital China, Genesis Capital | 2002 | $421.18M | None | 18 | 2 | None |
| Pipe | $2 | 5/19/2021 | United States | Miami | Fintech | next47, MaC Venture Capital, FinVC | 2019 | $366M | None | 36 | 1 | None |
| Iterable | $2 | 6/15/2021 | United States | San Francisco | Internet software & services | CRV, Blue Cloud Ventures, Index Ventures | 2013 | $342.4M | None | 18 | 4 | None |
| Bunq | $2 | 6/18/2021 | Netherlands | Amsterdam | Fintech | Undisclosed | 2013 | $228M | None | 1 | 1 | None |
| Clip | $2 | 6/10/2021 | Mexico | Mexico City | Fintech | Alta Ventures Mexico, General Atlantic, SoftBank Group | 2012 | $397.36M | None | 15 | 4 | None |
| Loggi | $2 | 6/5/2019 | Brazil | Sao Paulo | Supply chain, logistics, & delivery | Qualcomm Ventures, SoftBank Group. Monashees+ | 2013 | $484.32M | None | 15 | 4 | None |
| MURAL | $2 | 7/20/2021 | United States | San Francisco | Internet software & services | Insight Partners, Tiger Global Management, Gradient Ventures | 2011 | $192.27M | None | 15 | 5 | None |
| Pagaya | $2 | 6/17/2020 | Israel | Tel Aviv | Fintech | Oak HC/FT Partners, GF Investments, Harvey Golub Family Office | 2015 | $417.25M | None | 15 | 3 | None |
| OCSiAl | $2 | 3/4/2019 | Luxembourg | Leudelange | Other | A&NN, Rusnano | 2012 | $5M | None | 3 | 2 | None |
| XtalPi | $2 | 8/11/2021 | China | Shenzhen | Artificial intelligence | Tencent Holdings, 5Y Capital, Sequoia Capital China | 2014 | $783.81M | None | 30 | 3 | None |
| Divvy Homes | $2 | 8/13/2021 | United States | San Francisco | Fintech | Andreessen Horowitz, Caffeinated Capital, SciFi VC | 2017 | $1.127B | None | 16 | 1 | None |
| Apeel Sciences | $2 | 5/26/2020 | United States | Goleta | Other | Upfront Ventures, Tao Capital Partners, Andreessen Horowitz | 2012 | $640M | None | 25 | 6 | None |
| Opay | $2 | 8/23/2021 | Nigeria | Lagos | Fintech | Sequoia Capital China, Source Code Capital, Redpoint Ventures China | 2018 | $570M | None | 13 | 1 | None |
| Aviatrix | $2 | 9/8/2021 | United States | Santa Clara | Internet software & services | Ignition Partners, Formation 8, CRV | 2014 | $340M | None | 12 | 4 | None |
| SmartNews | $2 | 8/5/2019 | Japan | Tokyo | Mobile & telecommunications | Japan Post Capital, Globis Capital Partners, Atomico | 2012 | $409.6M | None | 20 | 7 | None |
| Misfits Market | $2 | 4/21/2021 | United States | Pennsauken | E-commerce & direct-to-consumer | Accel, D1 Capita Partners, Greenoaks Capital Management | 2018 | $526.5M | None | 9 | 2 | None |
| Spring Health | $2 | 9/16/2021 | United States | New York | Health | Rethink Impact, Work-Bench, RRE Ventures | 2016 | $296.2M | None | 25 | 3 | None |
| Black Sesame Technologies | $2 | 9/22/2021 | China | Shanghai | Artificial intelligence | Northern Light Venture Capital, Xiaomi, FutureX Capital | 2016 | $115M | None | 18 | 1 | None |
| Advance Intelligence Group | $2 | 9/23/2021 | Singapore | Artificial intelligence | Vision Plus Capital, GSR Ventures, ZhenFund | None | 2016 | $536M | None | 13 | 1 | None |
| Modern Treasury | $2 | 10/6/2021 | United States | San Francisco | Fintech | Benchmark, Altimeter Capital, Quiet Capital | 2018 | $133.12M | None | 5 | 1 | None |
| Magic Leap | $2 | 10/21/2014 | United States | Plantation | Hardware | Obvious Ventures, Qualcomm Ventures, Andreessen Horowitz | 2010 | $3.484B | None | 26 | 7 | None |
| Tier | $2 | 10/25/2021 | Germany | Berlin | Travel | Northzone Ventures, White Star Capital, Novator Partners | 2018 | $667.38M | None | 20 | 2 | None |
| Aiven | $2 | 10/18/2021 | Finland | Helsinki | Internet software & services | Institutional Venture Partners, Atomico, Earlybird Venture Capital | 2016 | $209.93M | None | 14 | 2 | None |
| ClickHouse | $2 | 10/28/2021 | United States | Portola Valley | Data management & analytics | Lightspeed Venture Partners, Almaz Capital Partners, Altimeter Capital | 2021 | $300M | None | 11 | 1 | None |
| Mynt | $2 | 10/28/2021 | Philippines | Taguig City | Fintech | Insight Partners, Warburg Pincus, Ayala Corporation | 2015 | $475M | None | 7 | 1 | None |
| Everlaw | $2 | 11/2/2021 | United States | Oakland | Internet software & services | K9 Ventures, Menlo Ventures, Andreessen Horowitz | 2010 | $314.61M | None | 7 | 5 | None |
| Zilch | $2 | 11/10/2021 | United Kingdom | London | Fintech | Gauss Ventures, Ventura Capital, dmg ventures | 2018 | $339.2M | None | 6 | 2 | None |
| VerbIT | $2 | 6/8/2021 | United States | New York | Artificial intelligence | ClalTech, Vertex Ventures, Oryzn Capital | 2016 | $532M | None | 23 | 2 | None |
| StarkWare | $2 | 11/17/2021 | Israel | Netanya | Cybersecurity | Sequoia Capital, Paradigm, Pantera Capital | 2018 | $167.7M | None | 20 | 1 | None |
| Netlify | $2 | 11/17/2021 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Kleiner Perkins Caufield & Byers, EQT Ventures | None | $211.87M | None | 15 | 2 | None |
| Deliverr | $2 | 11/22/2021 | United States | San Francisco | Supply chain, logistics, & delivery | 8VC, Activant Capital, GLP Capital Partners | 2017 | $490.1M | None | 10 | 2 | None |
| SWORD Health | $2 | 11/22/2021 | United States | New York | Health | Khosla Ventures, Green Innovations, Founders Fund | 2015 | $322.16M | None | 20 | 2 | None |
| LTK | $2 | 11/22/2021 | United States | Dallas | Internet software & services | SoftBank Group, Maverick Capital | 2011 | $315M | None | 5 | 2 | None |
| Exotec | $2 | 1/17/2022 | France | Croix | Hardware | Breega Capital, Iris Capital, 360 Capital Partners | 2015 | $446.7M | None | 7 | 3 | None |
| Dremio | $2 | 1/6/2021 | United States | Santa Clara | Data management & analytics | Lightspeed Venture Partners, Redpoint Ventures, Norwest Venture Partners | 2015 | $405M | None | 9 | 4 | None |
| Akulaku | $2 | 2/15/2022 | Indonesia | Jakarta | E-commerce & direct-to-consumer | DCM Ventures, IDG Capital, Siam Commercial Bank | 2014 | $455M | None | 15 | 3 | None |
| Cloudinary | $2 | 2/15/2022 | United States | Santa Clara | Internet software & services | Blackstone, Bessemer Venture Partners | 2011 | None | None | 2 | 1 | None |
| Chipper Cash | $2 | 6/1/2021 | United States | San Francisco | Fintech | Deciens Capital, Bezos Expeditions, 500 Startups | 2017 | $302.6M | None | 15 | 3 | None |
| Fenbi Education | $1.95 | 2/7/2021 | China | Beijing | Edtech | Trustbridge Partners, Hony Capital, IDG Capital | 2015 | $390M | None | 8 | 1 | None |
| Starling Bank | $1.95 | 3/8/2021 | United Kingdom | London | Fintech | JTC Group, Qatar Investment Authority, Fidelity Investment | 2014 | $905.62M | None | 11 | 2 | None |
| Rokt | $1.95 | 12/16/2021 | United States | New York | Internet software & services | Square Peg Capital, TDM Growth Partners, Tiger Global Management | 2012 | $488.5M | None | 12 | 4 | None |
| InVision | $1.90 | 11/1/2017 | United States | New York | Internet software & services | FirstMark Capital, Tiger Global Management, ICONIQ Capital | 2011 | $350.71M | None | 9 | 5 | None |
| eDaili | $1.90 | 2/1/2019 | China | Shanghai | E-commerce & direct-to-consumer | K2VC, Lightspeed China Partners, Sky9 Capital | None | $1M | None | 8 | 2 | None |
| MX Technologies | $1.90 | 1/13/2021 | United States | Lehi | Fintech | Point72 Ventures, Pelion Venture Partners, Commerce Ventures | 2010 | $454.13M | None | 31 | 2 | None |
| Aledade | $1.90 | 1/19/2021 | United States | Bethesda | Health | Venrock, CVF Capital Partners, ARCH Venture Partners | 2014 | $294.65M | None | 13 | 2 | None |
| CoinSwitch Kuber | $1.90 | 10/6/2021 | India | Bangalore | Fintech | Tiger Global Management, Sequoia Capital India, Ribbit Capital | 2017 | $300M | None | 7 | 2 | None |
| ENOVATE | $1.85 | 4/15/2019 | China | Shanghai | Auto & transportation | Automobile Industry Guidance Fund | 2015 | $1.333B | None | 1 | 1 | None |
| CFGI | $1.85 | 9/15/2021 | United States | Boston | Fintech | The Carlyle Group, CVC Capital Partners | 2000 | $18.58M | None | 2 | 1 | None |
| Retool | $1.85 | 12/22/2021 | United States | San Francisco | Internet software & services | Sequoia Capital | 2000 | $18.58M | None | 2 | 1 | None |
| Automattic | $1.80 | 5/27/2013 | United States | San Francisco | Internet software & services | Insight Venture Partners, Lowercase Capital, Polaris Partners | 2005 | $861.69M | None | 22 | 7 | None |
| ZocDoc | $1.80 | 8/20/2015 | United States | New York | Health | Founders Fund, Khosla Ventures, Goldman Sachs | 2007 | $383.02M | None | 15 | 4 | None |
| Diamond Foundry | $1.80 | 3/29/2021 | United States | San Francisco | Other | Fashion Tech Lab, Fidelity Investments, Vast Ventures | 2012 | $300M | None | 16 | 1 | None |
| FullStory | $1.80 | 8/4/2021 | United States | Atlanta | Internet software & services | Google Ventures, Kleiner Perkins Caufield & Byers, Stripes Group | 2014 | $170.2M | None | 9 | 4 | None |
| Lightricks | $1.80 | 7/31/2019 | Israel | Jerusalem | Artificial intelligence | Viola Ventures, Insight Partners, ClalTech, Goldman Sachs | 2013 | $335M | None | 16 | 3 | None |
| Opentrons | $1.80 | 9/23/2021 | United States | New York | Hardware | SOSV, Khosla Ventures, Lerer Hippeau | 2016 | $250.83M | None | 8 | 2 | None |
| Orca Security | $1.80 | 3/23/2021 | United States | Portland | Cybersecurity | YL Ventures, Redpoint Ventures, GGV Capital | 2019 | $632M | None | 15 | 2 | None |
| AIWAYS | $1.78 | 4/16/2018 | China | Shanghai | Auto & transportation | Jiangsu Sha Steel Group, Shanghai Puyin Industry, Funa Yuanchuang Technology | 2017 | $330.93M | None | 10 | 1 | None |
| Trulioo | $1.75 | 6/7/2021 | Canada | Vancouver | Cybersecurity | Blumberg Capital, American Express Ventures, BDC Venture Capital | 2011 | $469.74M | None | 12 | 3 | None |
| Spinny | $1.75 | 11/24/2021 | India | Gurugram | E-commerce & direct-to-consumer | General Catalyst, Eleation Capital, Avenir Growth Capital | 2015 | $515.9M | None | 20 | 5 | None |
| Apus Group | $1.73 | 1/16/2015 | China | Beijing | Mobile & telecommunications | Redpoint Ventures, QiMing Venture Partners, Chengwei Capital | 2014 | $116.3M | None | 6 | 2 | None |
| Harry’s | $1.70 | 2/16/2018 | United States | New York | Consumer & retail | Thrive Capital, Tiger Global Management, Temasek | 2013 | $659.1M | Reverse | 25 | 5 | 1 |
| PAX | $1.70 | 10/22/2018 | United States | San Francisco | Consumer & retail | Tao Capital Partners, Global Asset Capital, Tiger Global Management | 2007 | $544.93M | None | 10 | 3 | None |
| Harness | $1.70 | 1/14/2021 | United States | San Francisco | Artificial intelligence | Menlo Ventures, Alkeon Capital Management, Citi Ventures | None | None | None | 2 | None | None |
| DispatchHealth | $1.70 | 3/3/2021 | United States | Denver | Health | Alta Partners, Questa Capital, Echo Health Venturesl | 2013 | $406.96M | None | 9 | 2 | None |
| Unite Us | $1.70 | 3/17/2021 | United States | New York | Health | Insight Partners, Sequoia Capital, Index Ventures | 2014 | $195.3M | None | 15 | 3 | None |
| CircleCI | $1.70 | 5/11/2021 | United States | San Francisco | Internet software & services | Threshold Ventures, Baseline Ventures, Harrison Metal | 2011 | $312.5M | None | 26 | 3 | None |
| Wave | $1.70 | 9/7/2021 | Senegal | Dakar | Fintech | Stripe, Founders Fund, Partech Partners | None | $460K | None | 2 | None | None |
| Vestiaire Collective | $1.70 | 3/1/2021 | France | Paris | E-commerce & direct-to-consumer | Eurazeo, IDInvest Partners, Balderton Capital | 2009 | $664.45M | None | 17 | 4 | None |
| Dragos | $1.70 | 10/28/2021 | United States | Hanover | Cybersecurity | DataTribe, Energy Impact Partners, AllegisCyber Capital | 2016 | $364.2M | None | 13 | 2 | None |
| Reltio | $1.70 | 11/4/2021 | United States | Redwood City | Data management & analytics | Crosslink Capital, .406 Ventures, Sapphire Ventures | 2011 | $240.5M | None | 9 | 4 | None |
| H2O.ai | $1.70 | 11/7/2021 | United States | Mountain View | Artificial intelligence | Nexus Venture Partners, Transamerica Ventures, Crane Venture Partners | 2011 | $246.12M | None | 21 | 4 | None |
| ZenBusiness | $1.70 | 11/9/2021 | United States | Austin | Fintech | Greycroft, Lerer Hippeau, Geekdom Fund | 2015 | $275.75M | None | 19 | 1 | None |
| Carsome | $1.70 | 7/12/2021 | Malaysia | Selangor | E-commerce & direct-to-consumer | Gobi Partners, 500 Startups, Ondine Capital | 2015 | $597.35M | None | 24 | 5 | None |
| Productboard | $1.70 | 2/2/2022 | United States | San Francisco | Internet software & services | Index Ventures, Kleiner Perkins Caufield & Byers, Bessemer Venture Partners | 2014 | $261.3M | None | 13 | 4 | None |
| Spotter | $1.70 | 2/16/2022 | United States | Los Angeles | Fintech | SoftBank Group, Access Industries, Crossbeam Venture Partners | 2019 | $220.65M | None | 6 | 1 | None |
| DealShare | $1.70 | 1/27/2022 | India | Bengaluru | E-commerce & direct-to-consumer | Alpha Wave Global, Matrix Partners India, Tiger Global Management | 2018 | $391.52M | None | 19 | 4 | None |
| Gousto | $1.70 | 11/3/2020 | United Kingdom | London | Supply chain, logistics, & delivery | MMC Ventures, BGF Ventures, Unilever Ventures | 2012 | $361M | None | 16 | 4 | None |
| Alan | $1.68 | 4/19/2021 | France | Paris | Fintech | Index Ventures, Temasek, Portag3 Ventures | 2016 | $363.17M | None | 13 | 2 | None |
| wefox | $1.65 | 3/5/2019 | Germany | Berlin | Fintech | Salesforce Ventures, Seedcamp, OMERS Ventures | 2014 | $924.31M | Divestiture | 36 | 3 | 1 |
| Hibob | $1.65 | 10/12/2021 | Israel | Tel Aviv | Internet software & services | Bessemer Venture Partners, Eight Roads Ventures, Battery Ventures | 2015 | $265M | None | 15 | 3 | None |
| solarisBank | $1.65 | 7/13/2021 | Germany | Berlin | Fintech | Yabeo Capital, SBI Investment, Vulcan Capital | 2016 | $402.46M | None | 20 | 5 | None |
| Trader Interactive | $1.63 | 5/12/2021 | United States | Norfolk | Other | Carsales | 2015 | $265M | None | 15 | 3 | None |
| Jusfoun Big Data | $1.62 | 7/9/2018 | China | Beijing | Data management & analytics | Boxin Capital, DT Capital Partners, IDG Capital | 2010 | $137.13M | None | 27 | 3 | None |
| Transcarent | $1.62 | 1/11/2022 | United States | San Francisco | Health | Alta Partners, General Catalyst, Jove Equity Partners | 2020 | $298M | None | 15 | 1 | None |
| Zhubajie | $1.61 | 6/16/2015 | China | Chongqing | Internet software & services | Cybernaut Growth Fund, IDG Capital | None | $429.6M | None | 3 | 1 | None |
| Infinidat | $1.60 | 4/29/2015 | United States | Waltham | Hardware | TPG Growth, Goldman Sachs | 2011 | $325M | None | 6 | 3 | None |
| Afiniti | $1.60 | 4/14/2017 | Bermuda | Hamilton | Artificial intelligence | GAM Holding | 2006 | $327.2M | None | 10 | 3 | None |
| Cao Cao Mobility | $1.60 | 1/17/2018 | China | Hangzhou | Auto & transportation | People Electrical Appliance Group China, Zhongrong International Trust | 2015 | $968.86M | None | 5 | 1 | None |
| Verkada | $1.60 | 1/29/2020 | United States | San Mateo | Cybersecurity | next47, First Round Capital, Sequoia Capital | 2016 | $139.64M | None | 7 | 3 | None |
| Tonal | $1.60 | 3/31/2021 | United States | San Francisco | E-commerce & direct-to-consumer | Mayfield Fund, Shasta Ventures, L Catterton | 2015 | $431.4M | None | 27 | 2 | None |
| Clio | $1.60 | 4/27/2021 | Canada | Burnaby | Internet software & services | OMERS Private Equity, T. Rowe Price, Technology Crossover Ventures | 2008 | $415.79M | None | 10 | 2 | None |
| SafetyCulture | $1.60 | 5/3/2021 | Australia | Sydney | Internet software & services | Blackbird Ventures, IndexVentures, Tiger Global Management | 2004 | $222.81M | None | 12 | 6 | None |
| Extend | $1.60 | 5/18/2021 | United States | San Francisco | Fintech | GreatPoint Ventures, Meritech Capital Partners, PayPal Ventures | 2004 | $222.81M | None | 12 | 6 | None |
| ASAPP | $1.60 | 5/19/2021 | United States | New York | Artificial intelligence | March Capital Partners, HOF Capital, Emergence Capital Partners | 2014 | $312.57M | None | 13 | 2 | None |
| SmartHR | $1.60 | 6/8/2021 | Japan | Tokyo | Fintech | BEENEXT, World Innovation Lab, Light Street Capital | 2013 | $222.34M | None | 20 | 3 | None |
| Mercury | $1.60 | 7/3/2021 | United States | San Francisco | Fintech | Andreessen Horowitz, Coatue Management, Clocktower Technology Ventures | 2019 | $150.93M | None | 39 | 2 | None |
| HomeLight | $1.60 | 9/2/2021 | United States | San Francisco | Fintech | Zeev Ventures, Menlo Ventures,Crosslink Capital | 2012 | $539.6M | None | 19 | 5 | None |
| Truepill | $1.60 | 10/27/2021 | United States | Hayward | Health | Initialized Capital, Sound Ventures, TI Platform Management | 2016 | $256.06M | None | 12 | 2 | None |
| ezCater | $1.60 | 4/2/2019 | United States | Boston | Supply chain, logistics, & delivery | Insight Venture Partners, ICONIQ Capital, Launchpad Venture Group | 2007 | $420.16M | None | 21 | 9 | None |
| Wayflyer | $1.60 | 2/1/2022 | Ireland | Dublin | Fintech | QED Investors, DST Global, Left Lane Capital | 2019 | $336.2M | None | 11 | 1 | None |
| Promasidor Holdings | $1.59 | 11/8/2016 | South Africa | Bryanston | Consumer & retail | IFC, Ajinomoto | 1979 | $556M | None | 2 | 1 | None |
| Baiwang | $1.55 | 3/25/2019 | China | Beijing | Fintech | Guozhong Venture Capital Management, Shenzhen Capital Group, Oriental Fortune Capital | 2015 | $224.35M | None | 8 | 1 | None |
| Iluvatar CoreX | $1.55 | 3/1/2021 | China | Shanghai | Hardware | Centurium Capital, Cedarlake Capital, Unicom Innovation Venture Capital | 2015 | $185.52M | None | 8 | 1 | None |
| Wenheyou | $1.55 | 4/17/2021 | China | Hunan | Other | Sequoia Capital China, Warburg Pincus, IDG Capital | 2013 | $92.44M | None | 7 | 2 | None |
| Loom | $1.53 | 5/20/2021 | United States | San Francisco | Internet software & services | Kleiner Perkins Caufield & Byers, Sequoia Capital, General Catalyst | 2016 | $198.48M | None | 15 | 2 | None |
| Ximalaya FM | $1.52 | 9/22/2017 | China | Shanghai | Mobile & telecommunications | China Creation Ventures, Sierra Ventures, Xingwang Investment Management | 2012 | $70.59M | None | 11 | 2 | None |
| Carzone | $1.52 | 3/1/2019 | China | Jiangsu | E-commerce & direct-to-consumer | Alibaba Group,Co-Stone Venture Capital, Buhuo Venture Capital | None | $946.49M | None | 13 | 1 | None |
| Cognite | $1.50 | 5/19/2021 | Norway | Lysaker | Data management & analytics | Technology Crossover Ventures, Accel, Aker | 2016 | $346.8M | None | 5 | 3 | None |
| Mu Sigma | $1.50 | 2/7/2013 | United States | Northbrook | Data management & analytics | Sequoia Capital, General Atlantic | 2004 | $208M | None | 8 | 4 | None |
| TuJia | $1.50 | 6/17/2015 | China | Beijing | Travel | GGV Capital, QiMing Venture Partnersl | 2011 | $763.7M | Acquired | 13 | 2 | 1 |
| Mofang Living | $1.50 | 4/13/2016 | China | Shanghai | E-commerce & direct-to-consumer | Warburg Pincus, Aviation Industry Corporation of China | 2009 | $710M | None | 4 | 1 | None |
| Gett | $1.50 | 5/24/2016 | United Kingdom | London | Auto & transportation | Volkswagen, Access Industries, Vostok New Ventures | 2010 | $1.057B | None | 11 | 9 | None |
| DT Dream | $1.50 | 6/8/2017 | China | Hangzhou | Data management & analytics | Alibaba Group, China Everbright Investment Management, Yinxinggu Capital | 2015 | $260.35M | None | 5 | 2 | None |
| Changingedu | $1.50 | 10/30/2017 | China | Shanghai | Edtech | Trustbridge Partners, IDG Capital, Sequoia Capital China | None | $188M | None | 6 | 1 | None |
| XiaoZhu | $1.50 | 11/1/2017 | China | Beijing | Travel | Morningside Ventures, Capital Today, JOY Capital | 2012 | $500M | None | 12 | 1 | None |
| JOLLY Information Technology | $1.50 | 5/29/2018 | China | Hangzhou | E-commerce & direct-to-consumer | Legend Capital, CDH Investments, Sequoia Capital China | 2008 | $100.12M | None | 10 | 1 | None |
| Yijiupi | $1.50 | 9/20/2018 | China | Beijing | Consumer & retail | Source Code Capital, Meituan Dianping, Tencent Holdings | 2014 | $547.27M | None | 13 | 3 | None |
| Cambridge Mobile Telematics | $1.50 | 12/19/2018 | United States | Cambridge | Mobile & telecommunications | SoftBank Group | 2010 | $502.5M | None | 1 | None | None |
| Collective Health | $1.50 | 6/17/2019 | United States | San Francisco | Fintech | New Enterprise Associates, Founders Fund, Google Ventures | 2013 | $714M | None | 27 | 4 | None |
| Strava | $1.50 | 11/16/2020 | United States | San Francisco | Internet software & services | Jackson Square Ventures, Madrone Capital Partners, Sequoia Capital | 2009 | $179.85M | None | 7 | 6 | None |
| Zenoti | $1.50 | 12/15/2020 | United States | Bellevue | Internet software & services | Norwest Venture Partners, Accel, Tiger Global Management | 2010 | $341.68M | None | 9 | 4 | None |
| K Health | $1.50 | 1/19/2021 | United States | New York | Health | Max Ventures, Mangrove Capital Partners, 14W | 2016 | $278M | None | 19 | 1 | None |
| Uplight | $1.50 | 3/3/2021 | United States | Boulder | Other | Rubicon Technology Partners, Max Ventures, Inclusive Capital Partners | None | $278M | None | 19 | 1 | None |
| ID.me | $1.50 | 3/19/2021 | United States | McLean | Cybersecurity | Moonshots Capital, BoxGroup, Blu Venture Investors | 2010 | $273.07M | None | 31 | 3 | None |
| Snapdocs | $1.50 | 5/25/2021 | United States | San Francisco | Fintech | Sequoia Capital, Y Combinator, F-Prime Capital | 2012 | $250M | None | 13 | 1 | None |
| Ledger | $1.50 | 6/10/2021 | France | Paris | Hardware | Digital Currency Group, Draper Esprit, Korelya Capital | 2014 | $466.38M | None | 46 | 4 | None |
| Next Silicon | $1.50 | 6/14/2021 | Israel | Tel Aviv | Hardware | Amiti Ventures, Playground Global, Aleph | 2018 | $226.6M | None | 9 | 1 | None |
| YunQuNa | $1.50 | 6/29/2021 | China | Shanghai | Supply chain, logistics, & delivery | Source Code Capital, Coatue Management, DCM Ventures | 2015 | $342.37M | None | 10 | 1 | None |
| Impact | $1.50 | 7/13/2021 | United States | Santa Barbara | Internet software & services | Redpoint Ventures, Providence Equity Partners, Silversmith Capital Partners | 2008 | $274.15M | None | 6 | 2 | None |
| SmartRecruiters | $1.50 | 7/20/2021 | United States | San Francisco | Internet software & services | Mayfield Fund, Insight Partners, Rembrandt Venture Partners | 2010 | $214.55M | None | 7 | 4 | None |
| NotCo | $1.50 | 7/26/2021 | Chile | Santiago | Artificial Intelligence | Kaszek Ventures, SOSV, Tiger Global Management | 2015 | $395.84M | None | 18 | 1 | None |
| Culture Amp | $1.50 | 7/29/2021 | Australia | Richmond | Internet software & services | Felicis Ventures, Index Ventures, Blackbird Ventures | 2011 | $258.3M | None | 12 | 4 | None |
| TaxBit | $1.50 | 8/4/2021 | United States | Draper | Fintech | Insight Partners, Coinbase Ventures, PayPal Ventures | 2018 | $235.75M | None | 21 | 1 | None |
| Pacaso | $1.50 | 3/24/2021 | United States | Cincinnati | Fintech | Global Founders Capital, Shea Ventures, Greycroft | 2020 | $1.467B | None | 16 | 2 | None |
| 1047 Games | $1.50 | 9/14/2021 | United States | Zephyr Cove | Internet software & services | VGames, Lakestar, Galaxy Interactive | 2017 | $126.5M | None | 10 | 1 | None |
| Matillion | $1.50 | 9/15/2021 | United Kingdom | Altrincham | Data management & analytics | Scale Venture Partners, Sapphire Ventures, Battery Ventures | 2011 | $310.32M | None | 8 | 2 | None |
| Persona | $1.50 | 9/15/2021 | United States | San Francisco | Cybersecurity | Coatue Management, Index Ventures, Founders Fund | 2018 | $217.5M | None | 6 | 1 | None |
| Whatnot | $1.50 | 9/16/2021 | United States | Marina del Rey | E-commerce & direct-to-consumer | Y Combinator, Andreessen Horowitz, Wonder Ventures | 2019 | $224.15M | None | 22 | 1 | None |
| Ascend Money | $1.50 | 9/27/2021 | Thailand | Bangkok | Fintech | Ant Group, Charoen Pokphand Group, Bow Wave Capital | 2013 | $150M | None | 3 | 1 | None |
| Andela | $1.50 | 9/29/2021 | United States | New York | Internet software & services | Spark Capital, Google Ventures, CRE Venture Capital | 2014 | $374.61M | None | 29 | 4 | None |
| Built | $1.50 | 9/30/2021 | United States | Nashville | Internet software & services | Nyca Partners, Index Ventures, Technology Crossover Ventures | 2015 | $268.12M | None | 22 | 3 | None |
| candy.com | $1.50 | 10/21/2021 | United States | New York | Fintech | Insight Partners, Softbank Group, Connect Ventures | 2021 | $100M | None | 9 | 1 | None |
| Devo | $1.50 | 10/26/2021 | United States | Cambridge | Data management & analytics | Insight Partners, Kibo Ventures, Bessemer Venture Partners | 2011 | $381M | None | 10 | 3 | None |
| CoinList | $1.50 | 10/15/2021 | United States | San Francisco | Fintech | Accomplice, Polychain Capital, GoldenTree Asset Management | 2017 | $169.2M | None | 21 | 2 | None |
| Lusha | $1.50 | 11/10/2021 | United States | New York | Internet software & services | PSG, ION Crossover Partners | 2016 | $245M | None | 2 | 1 | None |
| CureFit | $1.50 | 11/10/2021 | India | Bengaluru | Health | Chiratae Ventures, Accel, Kalaari Capital | 2016 | $679.4M | None | 42 | 5 | None |
| Solugen | $1.50 | 9/10/2021 | United States | Houston | Other | Fifty Years Fund, Refactor Capital, Temasek | 2016 | $443.07M | None | 20 | 1 | None |
| Olist | $1.50 | 12/15/2021 | Brazil | Curitiba | E-commerce & direct-to-consumer | Redpoint e.ventures, Valor Capital Group, SoftBank Latin America Fund | 2015 | $318.75M | None | 13 | 2 | None |
| Paradox | $1.50 | 12/27/2021 | United States | Scottsdale | Internet software & services | Brighton Park Capital, Blue Cloud Ventures, Workday Ventures | 2016 | $253.46M | None | 14 | 1 | None |
| Airbyte | $1.50 | 12/17/2021 | United States | San Francisco | Internet software & services | Accel, Benchmark, SV Angel | 2020 | $181.35M | None | 14 | 1 | None |
| StoreDot | $1.50 | 1/4/2022 | Israel | Herzliya | Other | Samsung Ventures, SingulariTeam, BP Ventures | 2012 | $206M | None | 14 | 4 | None |
| Il Makiage | $1.50 | 1/10/2022 | United States | New York | E-commerce & direct-to-consumer | L Catterton, Franklin Templeton, First Light Capital Group | 2018 | $29M | None | 5 | 1 | None |
| Spendesk | $1.50 | 1/18/2022 | France | Paris | Fintech | Index Ventures, Eight Roads Ventures, General Atlantic | 2015 | $300.34M | None | 14 | 2 | None |
| Veriff | $1.50 | 1/26/2022 | Estonia | Tallinn | Artificial intelligence | Accel, Institutional Venture Partners, Tiger Global Management | 2015 | $192.32M | None | 15 | 2 | None |
| Athelas | $1.50 | 1/31/2022 | United States | Mountain View | Health | Sequoia Capital, General Catalyst, Human Capital | 2016 | $136.08M | None | 11 | 1 | None |
| ElasticRun | $1.50 | 2/7/2022 | India | Pune | Supply chain, logistics, & delivery | Kalaari Capital, Norwest Venture Partners, Prosus Ventures | 2016 | $432.11M | None | 9 | 4 | None |
| Veho | $1.50 | 12/21/2021 | United States | Boulder | Supply chain, logistics, & delivery | General Catalyst, Origin Ventures, Fontinalis Partners | 2016 | $299.28M | None | 12 | 2 | None |
| Temporal | $1.50 | 2/16/2022 | United States | Bellevue | Internet software & services | Amplify Partners, Addition, Madrona Venture Group | 2019 | $121.75M | None | 5 | 1 | None |
| Fabric | $1.50 | 2/24/2022 | United States | Bellevue | E-commerce & direct-to-consumer | Redpoint Ventures, Norwest Venture Partners, Sierra Ventures | 2017 | $292.58M | None | 11 | 2 | None |
| MOLOCO | $1.50 | 4/29/2021 | United States | Redwood City | Artificial intelligence | Smilegate Investment, DSC Investments, KTB Ventures | 2013 | $187.57M | None | 8 | 3 | None |
| Yipin Shengxian | $1.49 | 3/11/2019 | China | Hefei | E-commerce & direct-to-consumer | Eastern Bell Capital, Capital Today, Longzhu Capital | 2017 | $658.49M | None | 4 | None | None |
| Bordrin Motors | $1.48 | 6/3/2019 | China | Shanghai | Auto & transportation | China Grand Prosperity Investment, CSC Group | 2016 | $361M | None | 7 | None | None |
| Coocaa | $1.45 | 3/16/2018 | China | Shenzhen | Hardware | Baidu, Tencent Holdings | 2006 | $226.6M | None | 4 | 3 | None |
| Juma Peisong | $1.45 | 11/26/2018 | China | Chengdu | Supply chain, logistics, & delivery | Ding Xiang Capital, New Hope Fund, Sino-Ocean Capital | 2011 | $281.38M | None | 7 | None | None |
| Ouyeel | $1.45 | 6/27/2019 | China | Shanghai | Internet software & services | Taigang Venture Capital | 2015 | $433.72M | None | 18 | None | None |
| Gymshark | $1.45 | 8/14/2020 | United Kingdom | Solihull | E-commerce & direct-to-consumer | General Atlantic | 2012 | $300M | None | 1 | 1 | None |
| Zeta | $1.45 | 5/24/2021 | United States | San Francisco | Fintech | Sodexo Ventures, SoftBank Group | 2015 | $303M | None | 5 | 3 | None |
| M1 Finance | $1.45 | 7/14/2021 | United States | Chicago | Fintech | Left Lane Capital, Clocktower Technology Ventures, Jump Capital | 2015 | $328.17M | None | 7 | 3 | None |
| Aleo | $1.45 | 2/7/2022 | United States | San Francisco | Cybersecurity | Slow Ventures, Andreessen Horowitz, SoftBank Group | 2019 | $228M | None | 18 | 1 | None |
| Einride | $1.44 | 12/31/2021 | Sweden | Stockholm | Auto & transportation | Temasek, BUILD Capital Partners, Northzone Ventures | 2016 | $150.82M | None | 20 | 4 | None |
| Justworks | $1.43 | 1/28/2020 | United States | New York | Internet software & services | Index Ventures, Thrive Capital, Bain Capital Ventures | 2012 | $143M | None | 9 | 3 | None |
| SonderMind | $1.42 | 7/28/2021 | United States | Denver | Health | Kickstart Fund, General Catalyst, Drive Capital | 2014 | $276.07M | None | 18 | None | None |
| Papa | $1.40 | 11/4/2021 | United States | Miami | Health | Initialized Capital, Canaan Partners, Sound Ventures | 2016 | $242.05M | None | 14 | 1 | None |
| Figment | $1.40 | 12/20/2021 | Canada | Toronto | Internet software & services | Bonfire Ventures, Two Sigma Ventures, FJ Labs | 2018 | $163.84M | None | 24 | 2 | None |
| Envoy | $1.40 | 1/11/2022 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Initialized Capital, TriplePoint Capital | 2013 | $203.5M | None | 15 | 2 | None |
| Deliverect | $1.40 | 1/24/2022 | Belgium | Ghent | Fintech | Newion Partners, SmartFin Capital, OMERS Ventures | 2018 | $235.89M | None | 8 | 1 | None |
| SparkCognition | $1.40 | 1/25/2022 | United States | Austin | Artificial intelligence | March Capital Partners, Temasek, Doha Venture Capital | 2013 | $290.88M | None | 34 | 4 | None |
| Firebolt | $1.40 | 1/26/2022 | Israel | Tel Aviv | Data management & analytics | TLV Partners, Zeev Ventures, Bessemer Venture Partners | 2019 | $264M | None | 9 | 1 | None |
| Koudai | $1.40 | 10/23/2014 | China | Beijing | E-commerce & direct-to-consumer | New Enterprise Associates, Tiger Global management, Tencent | 2010 | $362M | None | 11 | 1 | None |
| Symphony | $1.40 | 5/16/2017 | United States | New York | Fintech | BNP Paribas, Goldman Sachs, Google | 2014 | $461M | None | 26 | 4 | None |
| Yidian Zixun | $1.40 | 10/17/2017 | China | Beijing | Mobile & telecommunications | Phoenix New Media, Tianjin Haihe Industry Fund | 2021 | $15M | None | 2 | None | None |
| Cabify | $1.40 | 1/22/2018 | Spain | Madrid | Auto & transportation | Seaya Ventures, Otter Rock Capital, Rakuten | 2011 | $481.47M | None | 22 | 4 | None |
| Hive Box | $1.40 | 1/23/2018 | China | Shenzhen | Supply chain, logistics, & delivery | Eastern Bell Capital, SF Holding Co, STO Express | 2015 | $1.24B | None | 16 | 2 | None |
| Deezer | $1.40 | 8/2/2018 | France | Paris | Internet software & services | Orange Digital Ventures, Access Industries | 2007 | $481.8M | Acquired | 11 | 3 | 1 |
| Away | $1.40 | 5/15/2019 | United States | New York | E-commerce & direct-to-consumer | Global Founders Capital, Comcast Ventures, Forerunner Ventures | 2015 | $181.1M | None | 11 | 4 | None |
| Kong | $1.40 | 12/31/2020 | United States | San Francisco | Internet software & services | New Enterprise Associates, CRV, Index Ventures | 2007 | $170.5M | None | 17 | 3 | None |
| Epidemic Sound | $1.40 | 3/11/2021 | Sweden | Stockholm | Internet software & services | EQT Partners, Blackstone | 2009 | $476.14M | None | 9 | 6 | None |
| Yotpo | $1.40 | 3/18/2021 | United States | New York | Internet software & services | Bessemer Venture Partners, Vintage Investment Partners, Blumberg Capital | 2011 | $436M | None | 20 | 3 | None |
| Rebel Foods | $1.40 | 10/7/2021 | India | Pune | E-commerce & direct-to-consumer | Sequoia Capital India, Lightbox Ventures, Coatue Management | 2011 | $495.21M | None | 18 | 7 | None |
| Coda | $1.40 | 7/8/2021 | United States | Mountain View | Internet software & services | Greylock Partners, General Catalyst, Khosla Ventures | None | $495.21M | None | 18 | 7 | None |
| Five Star Business Finance | $1.40 | 3/26/2021 | India | Chennai | Other | Sequoia Capital India, Tiger Global Management, Tencent | 1984 | $459.78M | None | 7 | 4 | None |
| Stash | $1.40 | 2/3/2021 | United States | New York | Fintech | Goodwater Capital, Entree Capital, Valar Ventures | 2015 | $439.25M | None | 13 | 6 | None |
| Phenom People | $1.40 | 4/7/2021 | United States | Ambler | Internet software & services | Sierra Ventures, AXA Venture Partners, Sigma Prime Ventures | 2011 | $163.02M | None | 13 | 3 | None |
| GupShup | $1.40 | 4/8/2021 | United States | San Francisco | Internet software & services | Helion Venture Partners, Tiger Global management, CRV | 2011 | $163.02M | None | 13 | 3 | None |
| Degreed | $1.40 | 4/13/2021 | United States | Pleasanton | Edtech | Signal Peak Ventures, Owl Ventures, Jump Capital | 2012 | $385.92M | None | 14 | 3 | None |
| Astranis Space Technologies | $1.40 | 4/14/2021 | United States | San Francisco | Mobile & telecommunications | Refactor Capital, Andreessen Horowitz, Fifty Years Fund | 2015 | $358.07M | None | 26 | 2 | None |
| Scalable Capital | $1.40 | 6/8/2021 | Germany | Munich | Fintech | BlackRock, Tengelmann Ventures, Holtzbrinck Ventures | 2014 | $314.28M | None | 10 | 4 | None |
| VideoAmp | $1.40 | 10/21/2021 | United States | Los Angeles | Internet software & services | Simon Equity Partners, Wavemaker Partners, Anthem Venture Partners | 2014 | $437.1M | None | 18 | 3 | None |
| Panther Labs | $1.40 | 12/2/2021 | United States | San Francisco | Cybersecurity | Innovation Endeavors, s28 Capital, Lightspeed Venture Partners | 2018 | $140.38M | None | 8 | 1 | None |
| Salt Security | $1.40 | 2/10/2022 | United States | Palo Alto | Cybersecurity | Y Combinator, S Capital, Tenaya Capital | 2016 | $270.74M | None | 14 | 2 | None |
| Tripledot Studios | $1.40 | 2/14/2022 | United Kingdom | London | Mobile & telecommunications | Lightspeed Venture Partners, Access Industries, Eldridge | 2017 | $202M | None | 5 | 2 | None |
| Pristyn Care | $1.40 | 12/7/2021 | India | Gurugram | Health | Sequoia Capital India, Hummingbird Ventures, Epiq Capital | 2018 | $176.67M | None | 16 | 2 | None |
| Veepee | $1.38 | 7/20/2007 | France | La Plaine Saint-Denis | E-commerce & direct-to-consumer | Summit Partners, Qatar Holding | None | $202M | None | 5 | 2 | None |
| Neon | $1.38 | 2/14/2022 | Brazil | Sao Paulo | Fintech | Propel Venture Partners, Monashees+, BBVA | 2016 | $720.42M | None | 16 | 2 | None |
| DeepBlue Technology | $1.35 | 4/16/2018 | China | Shanghai | Artificial intelligence | DESUN Capital, Yunfeng Capital, Meridian Capital | 2014 | $79.28M | None | 10 | None | None |
| Klook | $1.35 | 8/7/2018 | Hong Kong | Central | Travel | Sequoia Capital China, Goldman Sachs, Matrix Partners China | 2014 | $721.19M | None | 14 | 3 | None |
| Yaoshibang | $1.35 | 6/15/2021 | China | Guangzhou | Health | Green Pine Capital Partners, Ivy Capital, DCM Ventures | 2015 | $497.19M | None | 15 | 2 | None |
| At-Bay | $1.35 | 7/27/2021 | United States | Mountain View | Fintech | Lightspeed Venture Partners, Khosla Ventures, Munich Re Ventures | 2016 | $292M | None | 11 | 2 | None |
| Alloy | $1.35 | 9/30/2021 | United States | New York | Fintech | Bessemer Venture Partners, Eniac Ventures, Canapi Ventures | 2015 | $155.92M | None | 12 | 1 | None |
| Epirus | $1.35 | 2/14/2022 | United States | Hawthorne | Other | 8VC, Bedrock Capital, Broom Ventures | 2018 | $287.39M | None | 18 | 1 | None |
| Signifyd | $1.34 | 4/15/2021 | United States | San Jose | Fintech | Menlo Ventures, Resolute Ventures, IA Ventures | 2011 | $411.2M | None | 19 | 7 | None |
| Motorway | $1.33 | 11/29/2021 | United Kingdom | London | E-commerce & direct-to-consumer | Marchmont Ventures, BMW i Ventures, Index Ventures | 2017 | $274.59M | None | 10 | 1 | None |
| RIDI | $1.33 | 2/28/2022 | South Korea | Seoul | E-commerce & direct-to-consumer | Atinum Investment, Company K Partners, GIC | 2008 | $331.23M | None | 14 | 5 | None |
| $1.32 | 7/22/2015 | United States | Palo Alto | Internet software & services | Kleiner Perkins Caufield & Byers, Comcast Ventures, Insight Partners | 2010 | $210.5M | None | 19 | 5 | None | |
| Grove Collaborative | $1.32 | 9/6/2019 | United States | San Francisco | E-commerce & direct-to-consumer | MHS Capital, NextView Ventures, Mayfield Fund | 2016 | $453.01M | None | 21 | 5 | None |
| GPclub | $1.32 | 10/22/2018 | South Korea | Seoul | Other | Goldman Sachs | 2003 | $66.16M | None | 1 | 1 | None |
| Tongdun Technology | $1.32 | 4/25/2019 | China | Hangzhou | Cybersecurity | Advantech Capital, Temasek Holdings Ltd., Tiantu Capital Co. | 2013 | $361.44M | None | 17 | 5 | None |
| Athletic Greens | $1.32 | 1/25/2022 | United States | New York | Health | SC.Holdings, Not Boring Capital, Bolt Ventures | 2010 | $115M | None | 33 | 1 | None |
| Unisound | $1.31 | 7/19/2018 | China | Beijing | Artificial intelligence | Qiming Venture Partners, China Internet Investment Fund, Qualcomm Ventures | 2012 | $339.11M | None | 15 | 3 | None |
| Alzheon | $1.31 | 9/30/2020 | United States | Framingham | Health | ARCH Venture Partners, Ally Bridge Group | 2013 | $94.4M | None | 4 | 2 | None |
| HeartFlow | $1.30 | 12/4/2017 | United States | Redwood City | Health | BlueCross BlueShield Venture Partners, US Venture Partners | 2007 | $542.41M | None | 12 | 9 | None |
| Trax | $1.30 | 7/22/2019 | Singapore | Artificial intelligence | Hopu Investment Management, Boyu Capital, DC Thomson Ventures | None | 2010 | $1.013B | None | 10 | 5 | None |
| You & Mr Jones | $1.30 | 11/19/2019 | United States | New York | Other | Undisclosed | None | $1.013B | None | 10 | 5 | None |
| InSightec | $1.30 | 3/6/2020 | Israel | Tirat Carmel | Health | York Capital Management, GE Healthcare, Koch Disruptive Technologies | 1999 | $559.05M | None | 11 | 3 | None |
| Everly Health | $1.30 | 12/3/2020 | United States | Austin | E-commerce & direct-to-consumer | Highland Capital Partners, Next Coast Ventures, SoGal Ventures | 2015 | $230.55M | None | 18 | 3 | None |
| Manner | $1.30 | 12/24/2020 | China | Shanghai | Other | Coatue Management, H Capital, Capital Today | 2015 | $11.54M | None | 6 | 2 | None |
| TalkingData | $1.30 | 1/6/2021 | China | Beijing | Mobile & telecommunications | N5 Capital, CR Capital Mgmt, JD Digits | 2013 | $310M | None | 7 | 1 | None |
| DistroKid | $1.30 | 8/16/2021 | United States | New York | Internet software & services | Insight Partners, Silversmith Capital Partners, Spotify | 2013 | None | None | 3 | 1 | None |
| Konfio | $1.30 | 9/29/2021 | Mexico | Mexico City | Fintech | Kaszek Ventures, QED Investors, International Finance Corporation | 2013 | $824.59M | None | 16 | 3 | None |
| Betterment | $1.30 | 9/29/2021 | United States | New York | Fintech | Bessemer Venture Partners, Menlo Ventures, Anthermis | 2010 | $435M | None | 20 | 7 | None |
| Flock Freight | $1.30 | 10/20/2021 | United States | Encinitas | Supply chain, logistics, & delivery | SignalFire, GLP Capital Partners, Google Ventures | 2015 | $399.7M | None | 9 | 2 | None |
| YugaByte | $1.30 | 10/28/2021 | United States | Sunnyvale | Data management & analytics | Lightspeed Venture Partners, Dell Technologies Capital, Wipro Ventures | 2016 | $290M | None | 10 | 3 | None |
| Lukka | $1.30 | 1/14/2022 | United States | New York | Fintech | Liberty City Ventures, Soros Fund Management, Summer Capital | 2014 | $207.3M | None | 13 | 4 | None |
| TravelPerk | $1.30 | 1/12/2022 | Spain | Barcelona | Travel | LocalGlobe, Kinnevik, Felix Capital | 2015 | $408.58M | None | 15 | 3 | None |
| iTrustCapital | $1.30 | 1/11/2022 | United States | Long Beach | Fintech | Left Lane Capital, Walden Venture Capital | 2018 | $125M | None | 2 | 1 | None |
| Domestika | $1.30 | 1/27/2022 | United States | Berkeley | Internet software & services | Zeev Ventures, GSV Ventures | 2012 | $200M | None | 2 | 2 | None |
| CoinTracker | $1.30 | 1/27/2022 | United States | San Francisco | Fintech | Initialized Capital, General Catalyst, Kraken Ventures | 2017 | $101.62M | None | 17 | 1 | None |
| Loadsmart | $1.30 | 2/1/2022 | United States | New York | Supply chain, logistics, & delivery | Chromo Invest, Maersk Growth, BlackRock | 2014 | $345.2M | None | 10 | 2 | None |
| TUNGEE | $1.30 | 12/15/2021 | China | Guangzhou | Artificial Intelligence | UNITY VENTURES, Qiming Venture Partners, GGV Capital | 2016 | $171.05M | None | 9 | 1 | None |
| Cava Group | $1.30 | 4/27/2021 | United States | Washington | Other | SWaN & Legend Ventures, Revolution Growth, Invus Group | 2010 | $678.35M | None | 8 | 3 | None |
| Starry | $1.29 | 7/3/2018 | United States | Boston | Mobile & telecommunications | Social Capital, Bessemer Venture Partners | 2014 | $163M | None | 7 | 4 | None |
| Intercom | $1.28 | 3/27/2018 | United States | San Francisco | Internet software & services | FirstMark Capital, Tiger Global Management | 2011 | $240.25M | None | 20 | 5 | None |
| OVO Energy | $1.28 | 2/14/2019 | United Kingdom | Bristol | Other | Mitsubishi Corporation, Mayfair Equity Partners | 2009 | $256M | None | 2 | 2 | None |
| Huisuanzhang | $1.28 | 5/24/2021 | China | Beijing | Fintech | IDG Capital, Gaocheng Capital, Chuanrong Capital | 2015 | $227.34M | None | 15 | 3 | None |
| WTOIP | $1.27 | 4/8/2018 | China | Guangzhou | Internet software & services | Dark Horse Technology Group, Hopu Investment Management, Kefa Capital | None | $306.98M | None | 11 | 1 | None |
| BigID | $1.25 | 12/16/2020 | United States | New York | Cybersecurity | BOLDstart Ventures, SAP.iO Fund, Scale Venture Partners | 2015 | $246.1M | None | 19 | 4 | None |
| Kuaikan Manhua | $1.25 | 12/1/2017 | China | Beijing | Internet software & services | Sequoia Capital China, CMC Capital Partners, Tencent Holdings | 2014 | $595M | None | 14 | 3 | None |
| Marshmallow | $1.25 | 9/8/2021 | United Kingdom | London | Fintech | Passion Capital, Hedosophia, Outrun Ventures | 2017 | $116.2M | None | 6 | 2 | None |
| Honor Technology | $1.25 | 10/5/2021 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Prosus Ventures, Thrive Capital | 2014 | $622.12M | None | 53 | 4 | None |
| Mythical Games | $1.25 | 11/4/2021 | United States | Sherman Oaks | Internet software & services | Javelin Venture Partners, Struck Capital, Alumni Ventures Group | 2018 | $260M | None | 31 | 1 | None |
| Incode Technologies | $1.25 | 12/7/2021 | United States | San Francisco | Cybersecurity | Dila Capital, Framework Ventures, 3L | 2015 | $255M | None | 12 | 1 | None |
| Tackle.io | $1.25 | 12/21/2021 | United States | Boise | Internet software & services | Andreessen Horowitz, Bessemer Venture Partners, Coatue Management | 2016 | $155.9M | None | 4 | 1 | None |
| Flipdish | $1.25 | 1/13/2022 | Ireland | Dublin | Internet software & services | Tencent Holdings, Tiger Global Management, Global Founders Capital | 2015 | $156.34M | None | 6 | 1 | None |
| Route | $1.25 | 1/21/2022 | United States | Lehi | Supply chain, logistics, & delivery | Madrona Venture Group, Banner Ventures, FJ Labs | 2018 | $247M | None | 11 | 1 | None |
| CaptivateIQ | $1.25 | 1/26/2022 | United States | San Francisco | Fintech | Sequoia Capital, Y Combinator, Accel | 2014 | $159.12M | None | 8 | 1 | None |
| BrewDog | $1.24 | 4/10/2017 | United Kingdom | Aberdeen | Consumer & retail | TSG Consumer Partners, Crowdcube | 2007 | $296.77M | None | 4 | 1 | None |
| Enflame | $1.24 | 1/5/2021 | China | Shanghai | Hardware | Tencent Holdings, Delta Capital, Redpoint Ventures China | 2018 | $470.52M | None | 18 | 1 | None |
| EQRx | $1.23 | 1/11/2021 | United States | Cambridge | Health | Nextech Invest, Casdin Capital, Google Ventures | 2020 | $700M | None | 8 | 1 | None |
| Nexii | $1.23 | 9/8/2021 | Canada | Vancouver | Other | Trane Technologies, Honeywell | 2020 | $101.97M | None | 4 | 2 | None |
| GalaxySpace | $1.22 | 11/17/2020 | China | Beijing | Mobile & telecommunications | Shunwei Capital Partners, 5Y Capital, Legend Capital | 2016 | None | None | 12 | 3 | None |
| Spiber | $1.22 | 9/8/2021 | Japan | Tsuruoka | Other | Cool Japan Fund, JAFCO, The Carlyle Group | 2007 | $911.62M | None | 22 | 2 | None |
| Insider | $1.22 | 2/28/2022 | Turkey | Istanbul | Internet software & services | Wamda Capital, Endeavor, Riverwood Capital | 2012 | $166.2M | None | 9 | 3 | None |
| Yiguo | $1.20 | 11/9/2016 | China | Shanghai | Supply chain, logistics, & delivery | Alibaba Group, KKR, Goldman Sachs | 2005 | $800M | None | 12 | 1 | None |
| Fair | $1.20 | 12/20/2018 | United States | Santa Monica | Auto & transportation | CreditEase Fintech Investment Fund, BMW i Ventures, SoftBank Group | None | $20M | None | None | 1 | None |
| Glossier | $1.20 | 3/19/2019 | United States | New York | Consumer & retail | Forerunner Ventures, Institutional Venture Partners, Thrive Capital | 2014 | $267.4M | None | 16 | 3 | None |
| Workhuman | $1.20 | 6/23/2020 | Ireland | Dublin | Internet software & services | ICG | 1999 | $11.3M | None | 3 | 3 | None |
| Qumulo | $1.20 | 7/16/2020 | United States | Seattle | Data management & analytics | Madrona Venture Group, Kleiner Perkins Caufield & Byers, Highland Capital Partners | 2012 | $345.5M | None | 12 | 5 | None |
| Tealium | $1.20 | 2/3/2021 | United States | San Diego | Internet software & services | Georgian Partners, Silver Lake, Presidio Ventures | 2008 | $263.9M | None | 15 | 8 | None |
| Public | $1.20 | 2/17/2021 | United States | New York | Fintech | Accel, Greycroft, Advancit Capital | 2008 | $263.9M | None | 15 | 8 | None |
| Axonius | $1.20 | 3/1/2021 | United States | New York | Cybersecurity | Vertex Ventures Israel, Bessemer Venture Partners, Emerge | 2017 | $195M | None | 14 | 1 | None |
| Savage X Fenty | $1.20 | 3/16/2021 | United States | El Segundo | E-commerce & direct-to-consumer | Speedinvest, Valar Ventures, Uniqa Ventures | 2018 | $310M | None | 9 | 1 | None |
| Pipa Coding | $1.20 | 3/25/2021 | China | Beijing | Edtech | Source Code Capital, XVC Venture Capital, Hillhouse Capital Management | 2017 | $267.73M | None | 11 | 2 | None |
| Pilot.com | $1.20 | 3/26/2021 | United States | San Francisco | Fintech | Index Ventures, Sequoia Capital, Bezos Expeditions | None | None | None | 1 | None | None |
| Aibee | $1.20 | 4/13/2021 | China | Beijing | Artificial intelligence | Sequoia Capital China, Lenovo Capital and Incubator, Group GSR Ventures | 2017 | $175.31M | None | 22 | 3 | None |
| Vectra Networks | $1.20 | 4/29/2021 | United States | San Jose | Artificial intelligence | IA Ventures, Khosla Ventures, AME Cloud Ventures | 2011 | $352.48M | None | 15 | 4 | None |
| Ada Support | $1.20 | 5/7/2021 | Canada | Toronto | Artificial intelligence | Version One Ventures, Bessemer Venture Partners, FirstMark Capital | 2016 | $190.73M | None | 11 | 1 | None |
| Inari | $1.20 | 5/12/2021 | United States | Cambridge | Other | Flagship Pioneering, Alexandria Venture Investments, Investment Corporation of Dubai | 2016 | $397M | None | 10 | 2 | None |
| Alation | $1.20 | 6/3/2021 | United States | Redwood City | Internet software & services | Costanoa Ventures, Data Collective, Salesforce Ventures | 2012 | $192M | None | 16 | 4 | None |
| Forto | $1.20 | 6/21/2021 | Germany | Berlin | Supply chain, logistics, & delivery | Cherry Ventures, Northzone Ventures, Global Founders Capital | 2016 | $615.83M | None | 20 | 3 | None |
| SmartMore | $1.20 | 6/24/2021 | China | Shenzhen | Artificial Intelligence | IDG Capital, ZhenFund, Sequoia Capital China | 2019 | $300M | None | 10 | 1 | None |
| Rohlik | $1.20 | 7/1/2021 | Czech Republic | Prague | Supply chain, logistics, & delivery | Partech Partners, Index Ventures, Quadrille Capital | 2019 | $300M | None | 10 | 1 | None |
| Prime Medicine | $1.20 | 7/13/2021 | United States | Cambridge | Health | Newpath Partners, Google Ventures, F-Prime Capital | 2019 | $315M | None | 11 | 1 | None |
| FloQast | $1.20 | 7/21/2021 | United States | Los Angeles | Fintech | Polaris Partners, Insight Partners, Norwest Venture Partners | 2013 | $181.5M | None | 11 | 3 | None |
| MindTickle | $1.20 | 8/3/2021 | United States | San Francisco | Internet software & services | Qualcomm Ventures, Accel, Canaan Partners | 2012 | $281.3M | None | 9 | 5 | None |
| UpGrad | $1.20 | 8/9/2021 | India | Mumbai | Edtech | Qualcomm Ventures, Accel, Canaan Partners | 2015 | $361.23M | None | 5 | 3 | None |
| DailyPay | $1.20 | 5/18/2021 | United States | New York | Fintech | RPM Ventures, Inspiration Ventures, Carrick Capital Partners | 2016 | $517.5M | None | 8 | 3 | None |
| Oda | $1.20 | 6/2/2021 | Norway | Oslo | E-commerce & direct-to-consumer | Kinnevik, Softbank Group, Prosus Ventures | 2013 | $201.96M | None | 10 | 6 | None |
| Offchain Labs | $1.20 | 8/31/2021 | United States | Princeton | Internet software & services | Pantera Capital, Polychain Capital, Lightspeed Venture Partners | 2018 | $123.7M | None | 12 | 1 | None |
| Copado | $1.20 | 9/13/2021 | United States | Chicago | Data management & analytics | Insight Partners, Salesforce Ventures, Perpetual Investors | 2013 | $276.05M | None | 10 | 3 | None |
| Gem | $1.20 | 9/28/2021 | United States | San Francisco | Internet software & services | Accel, Greylock Partners, Meritech Capital Partners | 2017 | $146M | None | 5 | 1 | None |
| CarDekho | $1.20 | 10/13/2021 | India | Jaipur | E-commerce & direct-to-consumer | Sequoia Capital India, Hillhouse Capital Management, Sunley House Capital Management | 2008 | $536.1M | None | 22 | 6 | None |
| MyGlamm | $1.20 | 11/10/2021 | India | Mumbai | E-commerce & direct-to-consumer | L’Occitane, Trifecta Capital, Bessemer Venture Partners | 2015 | $283.88M | None | 18 | 6 | None |
| AgentSync | $1.20 | 12/7/2021 | United States | Denver | Fintech | Craft Ventures, Caffeinated Capital, Operator Collective | 2018 | $111.1M | None | 12 | 3 | None |
| Jokr | $1.20 | 12/2/2021 | United States | New York | E-commerce & direct-to-consumer | GGV Capital, Tiger Global Management, Greycroft | 2021 | $430M | None | 15 | 1 | None |
| Merama | $1.20 | 12/9/2021 | Mexico | Mexico City | E-commerce & direct-to-consumer | SoftBank Latin America Fund, Advent International, Balderton Capital | 2020 | $445M | None | 12 | 3 | None |
| SeekOut | $1.20 | 1/12/2022 | United States | Bellevue | Internet software & services | Mayfield, Madrona Venture Group, Tiger Global Management | 2017 | $188.2M | None | 4 | 2 | None |
| BigPanda | $1.20 | 1/12/2022 | United States | Mountain View | Artificial intelligence | Advent International, Battery Ventures, Sequoia Capital Israel | 2012 | $292.5M | None | 11 | 4 | None |
| Phantom | $1.20 | 1/31/2022 | United States | San Francisco | Fintech | Paradigm, Andreessen Horowitz, Jump Capital | 2021 | $118.5M | None | 9 | 1 | None |
| LivSpace | $1.20 | 2/8/2022 | India | Bengaluru | E-commerce & direct-to-consumer | Jungle Ventures, Helion Venture Partners, INGKA Investments | 2015 | $371.69M | None | 21 | 3 | None |
| Xpressbees | $1.20 | 2/9/2022 | India | Pune | Supply chain, logistics, & delivery | Norwest Venture Partners, Investcorp, Blackstone | 2012 | $472.94M | None | 13 | 3 | None |
| Helium Systems | $1.20 | 2/22/2022 | United States | San Francisco | Internet software & services | FirstMark Capital, Tiger Global Management, FTX Venture | 2013 | $251M | None | 16 | 3 | None |
| GrubMarket | $1.20 | 9/14/2021 | United States | San Francisco | E-commerce & direct-to-consumer | GGV Capital, BlackRock, ACE & Company | 2013 | $396.06M | None | 55 | 5 | None |
| L&P Cosmetic | $1.19 | 1/1/2016 | South Korea | Seoul | Consumer & retail | CDIB Capital | 2009 | $118.64M | None | 4 | 4 | None |
| Mininglamp Technology | $1.19 | 3/27/2019 | China | Beijing | Artificial intelligence | Russia-China Investment Fund, Tencent Holdings, Sequoia Capital China | 2014 | $1.003B | None | 19 | None | None |
| Luoji Siwei | $1.18 | 7/20/2017 | China | Beijing | Edtech | Sequoia Capital China, Qiming Venture Partners, Tencent Holdings | 2012 | $188.15M | None | 8 | 2 | None |
| Yimidida | $1.17 | 1/14/2019 | China | Shanghai | Supply chain, logistics, & delivery | Source Code Capital, Global Logistic Properties, K2VC | 2015 | $553.61M | None | 14 | 2 | None |
| Modern Health | $1.17 | 2/11/2021 | United States | San Francisco | Health | Kleiner Perkins Caufield & Byers, Afore Capital, Founders Fund | 2017 | $168.06M | None | 16 | 1 | None |
| IRL | $1.17 | 6/15/2021 | United States | San Francisco | Internet software & services | Goodwater Capital, Floodgate, Founders Fund | 2017 | $197M | None | 12 | 2 | None |
| Tuhu | $1.16 | 9/15/2018 | China | Shanghai | Auto & transportation | Qiming Venture Partners, Yaxia Automobile, Far East Horizon | 2011 | $580.45M | None | 19 | 2 | None |
| SVOLT | $1.16 | 6/8/2020 | China | Changzhou | Auto & transportation | IDG Capital, Bank Of China Group Investment,, SDIC CMC Investment Management | 2018 | $3.207B | None | 30 | 2 | None |
| CloudBees | $1.15 | 12/9/2021 | United States | San Jose | Data management & analytics | Matrix Partners, Lightspeed Venture Partners, Verizon Ventures | 2010 | $368.26M | None | 11 | 5 | None |
| LifeMiles | $1.15 | 7/13/2015 | Colombia | Bogota | Other | Advent International | 2011 | $343.7M | None | 1 | 1 | None |
| Venafi | $1.15 | 12/10/2020 | United States | Salt Lake City | Cybersecurity | Pelion Venture Partners, Foundation Capital, Thoma Bravo | 2000 | $174M | None | 13 | 4 | None |
| Guideline | $1.15 | 6/16/2021 | United States | San Mateo | Fintech | Pelion Venture Partners, Foundation Capital, Thoma Bravo | 2015 | $339M | None | 14 | 4 | None |
| Rebellion Defense | $1.15 | 9/16/2021 | United States | Washington DC | Artificial intelligence | Venrock, Innovation Endeavors, Insights Partners | 2019 | $150M | None | 8 | 1 | None |
| Elemy | $1.15 | 10/6/2021 | United States | San Francisco | Health | General Catalyst, Bling Capital, Felicis Ventures | None | $10K | None | 1 | None | None |
| Happy Money | $1.15 | 2/8/2022 | United States | Tustin | Fintech | FirstMark Capital, Anthemis, CMFG Ventures | 2009 | $444.63M | None | 13 | 6 | None |
| Doctolib | $1.14 | 3/19/2019 | France | Paris | Health | BPI France, Kerala Ventures, Accel | 2013 | $266.98M | None | 12 | 3 | None |
| STORD | $1.13 | 9/13/2021 | United States | Atlanta | Supply chain, logistics, & delivery | Dynamo VC, Susa Ventures, Founders Fund | 2015 | $201.04M | None | 20 | 2 | None |
| TELD | $1.12 | 12/16/2019 | China | Qingdao | Fintech | China Reform Fund, Gaopeng Capital, Jinhui Xingye | 2014 | $193.24M | None | 9 | 1 | None |
| TangoMe | $1.10 | 3/20/2014 | United States | Mountain View | Mobile & telecommunications | Draper Fisher Jurtson, Qualcomm Ventures, Alibaba Group | 2009 | $373.44M | None | 15 | 4 | None |
| AppDirect | $1.10 | 10/7/2015 | United States | San Francisco | E-commerce & direct-to-consumer | Mithril, iNovia Capital, Foundry Group | 2009 | $558.36M | Acquired | 10 | 5 | 1 |
| Juanpi | $1.10 | 4/14/2016 | China | Wuhan | E-commerce & direct-to-consumer | Tiantu Capital, SAIF Partners China, Newsion Venture Capital | 2012 | $136.05M | None | 7 | None | None |
| OVH | $1.10 | 8/15/2016 | France | Roubaix | Other | KKR, TowerBrook Capital Partners | 1999 | $1.243B | None | 10 | 1 | None |
| Eat Just | $1.10 | 11/30/2017 | United States | San Francisco | Consumer & retail | Khosla Ventures, Horizons Ventures, Founders Fund | 2011 | $706.6M | None | 34 | 6 | None |
| GetYourGuide | $1.10 | 5/16/2019 | Germany | Berlin | Travel | Spark Capital, Highland Europe, Sunstone Capital | 2009 | $884.79M | None | 22 | 3 | None |
| Ivalua | $1.10 | 5/21/2019 | United States | Redwood City | Fintech | Ardian, Tiger Global Management, KKR | 2000 | $133M | None | 4 | 1 | None |
| Sisense | $1.10 | 1/9/2020 | United States | New York | Data management & analytics | Opus Capital, Genesis Partners, Battery Ventures | 2004 | $278M | None | 10 | 5 | None |
| Pharmapacks | $1.10 | 11/12/2020 | United States | Islandia | E-commerce & direct-to-consumer | The Carlyle Group | 2010 | $476M | None | 10 | 1 | None |
| Sennder | $1.10 | 1/14/2021 | Germany | Berlin | Supply chain, logistics, & delivery | Accelm Scania Growth Capital, Lakestar | 2015 | $310.02M | None | 14 | 3 | None |
| Nexthink | $1.10 | 2/8/2021 | Switzerland | Prilly | Data management & analytics | Auriga, Galeo Ventures, Highland Europe | 2004 | $329.9M | None | 13 | 2 | None |
| Zego | $1.10 | 3/9/2021 | United Kingdom | London | Fintech | LocalGlobe, Balderton Capital, Target Global | 2016 | $255.5M | None | 9 | 2 | None |
| Rightway | $1.10 | 3/30/2021 | United States | New York | Health | Thrive Capital, Khosla Ventures, Tiger Global Management | 2017 | $130M | None | 4 | 1 | None |
| Sunbit | $1.10 | 5/20/2021 | United States | Los Angeles | Fintech | Zeev Ventures, Group11, Chicago Ventures | 2016 | $197.67M | None | 8 | 1 | None |
| Qingting FM | $1.10 | 6/2/2021 | China | Shanghai | Internet software & services | China Culture Industrial Investment Fund, We Capital, China Minsheng Investment Group | None | $163.7M | None | 16 | 2 | None |
| G2 | $1.10 | 6/22/2021 | United States | Chicago | Internet software & services | Pritzker Group Venture Capital, Accel, Hyde Park Venture Partners | 2012 | $265.07M | None | 20 | 6 | None |
| People.ai | $1.10 | 8/11/2021 | United States | San Francisco | Internet software & services | GGV Capital, Lightspeed Venture Partners, ICONIQ Capital | 2017 | $217M | None | 18 | 2 | None |
| CoinDCX | $1.10 | 8/10/2021 | India | Maharashtra | Fintech | Polychain Capital, Coinbase Ventures, Jump Capital | 2017 | $109.4M | None | 17 | 1 | None |
| Carousell | $1.10 | 9/15/2021 | Singapore | E-commerce & direct-to-consumer | 500 Global, Rakuten Ventures, Golden Gate Ventures | None | 2012 | $443M | None | 16 | 7 | None |
| apna | $1.10 | 9/15/2021 | India | Bengaluru | Internet software & services | Sequoia Capital India, Rocketship.vc, Lightspeed India Partners | 2019 | $192.5M | None | 9 | 2 | None |
| Karat | $1.10 | 10/13/2021 | United States | Seattle | Internet software & services | 8VC, Norwest Venture Partners, Tiger Global Management | 2014 | $151.6M | None | 8 | 2 | None |
| Enpal | $1.10 | 10/18/2021 | Germany | Berlin | Internet software & services | HV Capital, Softbank Group, BlackRock | 2017 | $750.37M | None | 19 | 2 | None |
| Acko General Insurance | $1.10 | 10/18/2021 | India | Bengaluru | Fintech | Intact Ventures, Munich Re Ventures, General Atlantic | 2016 | $428M | None | 22 | 4 | None |
| Daily Harvest | $1.10 | 11/16/2021 | United States | New York | E-commerce & direct-to-consumer | M13, Lightspeed Venture Partners, Lone Pine Capital | 2014 | $120.98M | None | 15 | 2 | None |
| The Bank of London | $1.10 | 11/30/2021 | United Kingdom | London | Fintech | Mangrove Capital Partners,14W. ForgeLight | 2018 | $90M | None | 3 | 1 | None |
| Fundbox | $1.10 | 11/30/2021 | United States | San Francisco | Fintech | Khosla Ventures, General Catalyst, Blumberg Capital | 2013 | $553.5M | Acq | 34 | 4 | 1 |
| Turing | $1.10 | 12/20/2021 | United States | Palo Alto | Internet software & services | Foundation Capital, Frontier Ventures, AltaIR Capital | 2018 | $136.05M | None | 91 | 1 | None |
| GlobalBees | $1.10 | 12/28/2021 | India | New Delhi | E-commerce & direct-to-consumer | Chiratae Ventures, SoftBank Group, Trifecta Capital | 2021 | $291.5M | None | 8 | 1 | None |
| LEAD School | $1.10 | 1/13/2022 | India | Andheri | Edtech | WestBridge Capital, GSV Ventures, Elevar Equity | 2012 | $166M | None | 6 | 1 | None |
| eSentire | $1.10 | 2/22/2022 | Canada | Waterloo | Cybersecurity | Edison Partners, Georgian Partners, VentureLink | 2001 | $287.88M | None | 12 | 2 | None |
| Beyond Identity | $1.10 | 2/22/2022 | United States | New York | Cybersecurity | New Enterprise Associates, Koch Disruptive Technologies, Evolution Equity Partners | 2019 | $205M | None | 7 | 1 | None |
| Firefly Aerospace | $1.10 | 5/4/2021 | United States | Cedar Park | Other | XBTO Ventures, Raven One Ventures, SK Ventures | 2014 | $100.25M | None | 12 | 3 | None |
| HoneyBook | $1.10 | 5/4/2021 | United States | San Francisco | Internet software & services | Norwest Venture Partners, Hillsven Capital, Aleph | 2013 | $480.34M | None | 23 | 5 | None |
| Gaussian Robotics | $1.10 | 11/10/2021 | China | Shanghai | Hardware | BlueRun Ventures, Grand Flight Investment, Meituan Dianping | 2013 | $287.83M | None | 17 | 1 | None |
| Nxin | $1.08 | 9/18/2018 | China | Beijing | Internet software & services | Beijing Juneng Hesheng Industry Investment Fund, Beijing Shuju Xinrong Fund | 2015 | $53.05M | None | 5 | 1 | None |
| UISEE Technology | $1.08 | 1/25/2021 | China | Beijing | Supply chain, logistics, & delivery | Shenzhen Capital Group, Robert Bosch Venture Capital, SeptWolves Ventures | 2016 | $154.3M | None | 15 | 1 | None |
| 56PINGTAI | $1.08 | 1/25/2021 | China | Shanghai | Supply chain, logistics, & delivery | QF Capital, QC Capital, Unicom Innovation Venture Capital | None | $187.82M | None | 11 | 1 | None |
| Rubicon | $1.07 | 8/25/2017 | United States | Atlanta | Other | Goldman Sachs, Leonardo DiCaprio, Promecap | 2008 | $285.71M | None | 17 | 7 | None |
| Radius Payment Solutions | $1.07 | 11/27/2017 | United Kingdom | Crewe | Fintech | Inflexion Private Equity | 1990 | $200.11M | None | 1 | 1 | None |
| Rivigo | $1.07 | 7/11/2019 | India | Gurgaon | Supply chain, logistics, & delivery | SAIF Partners India, Warburg Pincus, Trifecta Capital Advisors | 2014 | $319.89M | None | 7 | 7 | None |
| Mamaearth | $1.07 | 12/28/2021 | India | Gurgaon | E-commerce & direct-to-consumer | Fireside Ventures, Sequoia Capital India, Stellaris Venture Partners | 2016 | $153.3M | None | 11 | 3 | None |
| Arrail Dental | $1.05 | 4/13/2021 | China | Beijing | Health | Qiming Venture Partners, Kleiner Perkins Caufield & Byers, OrbiMed Advisors | 1999 | $449M | None | 15 | 7 | None |
| Jiuxian | $1.05 | 7/30/2015 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, Rich Land Capital, Merrysunny Wealth | 2009 | $249.21M | None | 8 | 3 | None |
| Instabase | $1.05 | 10/21/2019 | United States | San Francisco | Data management & analytics | New Enterprise Associates, Greylock Partners, Andreessen Horowitz | 2015 | $131.94M | None | 9 | 3 | None |
| Sendbird | $1.05 | 4/6/2021 | United States | San Mateo | Mobile & telecommunications | FundersClub, Y Combinator, Tiger Global Management | 2013 | $219.64M | None | 16 | 2 | None |
| Density | $1.05 | 11/10/2021 | United States | San Francisco | Hardware | Founders Fund, Upfront Ventures, 01 Advisors | 2014 | $217.2M | None | 22 | 2 | None |
| Mixpanel | $1.05 | 11/15/2021 | United States | San Francisco | Internet software & services | Bain Capital Tech Opportunities, Andreessen Horowitz, Sequoia Capital | 2009 | $284.52M | None | 10 | 3 | None |
| Matrixport | $1.05 | 6/1/2021 | Singapore | Fintech | Dragonfly Captial, Qiming Venture Partners, DST Global | None | None | $126.55M | None | 22 | 1 | None |
| Aprogen | $1.04 | 5/31/2019 | South Korea | Seongnam-Si | Health | Lindeman Asia Investment, Nichi-Iko Pharmaceutical | 2000 | $62.12M | None | 2 | 3 | None |
| OrCam Technologies | $1.03 | 2/20/2018 | Israel | Jerusalem | Artificial intelligence | Intel Capital, Aviv Venture Capital | 2010 | $77.4M | None | 5 | 2 | None |
| Leap Motor | $1.01 | 11/20/2018 | China | Hangzhou | Auto & transportation | Sequoia Capital China, Gopher Asset Management, Shanghai Electric Group | 2015 | $1.761B | None | 20 | 1 | None |
| Blinkit | $1.01 | 6/30/2021 | India | Gurgaon | Supply chain, logistics, & delivery | Tiger Global Management, Sequoia Capital India, SoftBank Group | 2013 | $573.82M | None | 9 | 9 | None |
| Hailo | $1 | 6/23/2021 | Israel | Tel Aviv | Artificial intelligence | Glory Ventures, Maniv Mobility | 2017 | $217M | None | 18 | 2 | None |
| Lookout | $1 | 10/10/2013 | United States | San Francisco | Cybersecurity | Accel Partners, Greylock Partners, Lowercase Capital | 2007 | $281M | None | 26 | 7 | None |
| Snapdeal | $1 | 5/21/2014 | India | New Delhi | E-commerce & direct-to-consumer | SoftBankGroup, Blackrock, Alibaba Group | 2008 | $1.776B | Divestiture | 25 | 7 | 2 |
| TechStyle Fashion Group | $1 | 8/29/2014 | United States | El Segundo | E-commerce & direct-to-consumer | Matrix Partners, Passport Capital, Rho Ventures | 2010 | $300M | None | 11 | 5 | None |
| InMobi | $1 | 12/2/2014 | India | Bengaluru | Mobile & telecommunications | Kleiner Perkins Caufield & Byers, Softbank Corp., Sherpalo Ventures | 2007 | $510.6M | None | 8 | 4 | None |
| LinkSure Network | $1 | 1/1/2015 | China | Shanghai | Mobile & telecommunications | None | 2013 | $52M | None | 2 | 1 | None |
| Red Ventures | $1 | 1/7/2015 | United States | Fort Mill | Other | Silver Lake Partners, General Atlantic | 2000 | $1.05B | None | 2 | 1 | None |
| BeiBei | $1 | 1/22/2015 | China | Hangzhou | E-commerce & direct-to-consumer | Banyan Capital, New Horizon Capital, IDG Capital Partners | 2011 | $224.4M | None | 6 | 1 | None |
| Lamabang | $1 | 3/6/2015 | China | Shenzhen | E-commerce & direct-to-consumer | 5Y Capital, Matrix Partners China, K2VC | 2011 | $120M | None | 6 | 1 | None |
| JimuBox | $1 | 4/21/2015 | China | Beijing | Fintech | Matrix Partners China, Ventech China, Shunwei Capital Partners | None | $131M | None | 10 | None | None |
| BenevolentAI | $1 | 6/2/2015 | United Kingdom | London | Artificial intelligence | Woodford Investment Management | 2013 | $345.55M | None | 7 | 4 | None |
| FXiaoKe | $1 | 7/2/2015 | China | Beijing | Mobile & telecommunications | IDG Capital, Northern Light Venture Capital, DCM Ventures | 2011 | $293M | None | 14 | 2 | None |
| Vox Media | $1 | 8/12/2015 | United States | Washington | Internet software & services | Accel Partners, Comcast Ventures, General Atlantic | 2011 | $324.65M | None | 9 | 8 | None |
| Mia.com | $1 | 9/8/2015 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, ZhenFund, K2 Ventures | 2011 | $231.6M | None | 6 | 1 | None |
| 58 Daojia | $1 | 10/12/2015 | China | Beijing | Internet software & services | KKR, Alibaba Group, Ping An Insurance | 2014 | $300M | None | 3 | 1 | None |
| Womai | $1 | 10/12/2015 | China | Beijing | E-commerce & direct-to-consumer | SAIF Partners China, Baidu, IDG Capital | 2009 | $320M | None | 5 | 1 | None |
| HuJiang | $1 | 10/29/2015 | China | Shanghai | Edtech | China Minsheng Investment, Baidu, Wanxin Media | 2001 | $223.29M | None | 3 | 1 | None |
| iTutorGroup | $1 | 11/18/2015 | China | Shanghai | Edtech | QiMing Venture Partners, Temasek Holdings, Silverlink Capital | 1998 | $315M | None | 10 | 1 | None |
| MindMaze | $1 | 1/28/2016 | Switzerland | Lausanne | Health | Hinduja Group | 2012 | $348.5M | None | 5 | 3 | None |
| iCarbonX | $1 | 4/12/2016 | China | Shenzhen | Artificial intelligence | Tencent, Vcanbio | 2015 | $199M | Acq | 3 | 1 | 3 |
| SMS Assist | $1 | 6/7/2016 | United States | Chicago | Internet software & services | Goldman Sachs, Insights Venture Partners, Pritzker Group Venture Capital | 2003 | $255M | None | 3 | 3 | None |
| Kendra Scott | $1 | 12/21/2016 | United States | Austin | Consumer & retail | Berkshire Partners, Norwest Venture Partners | 2002 | None | None | 2 | 2 | None |
| Mobvoi | $1 | 4/6/2017 | China | Beijing | Consumer & retail | Sequoia Capital China, SIG Asia Investments, ZhenFund | 2012 | $259.64M | None | 7 | 1 | None |
| Zhuan Zhuan | $1 | 4/18/2017 | China | Beijing | E-commerce & direct-to-consumer | 58.com, Tencent Holdings | 2015 | $990M | None | 7 | 1 | None |
| Modernizing Medicine | $1 | 5/10/2017 | United States | Boca Raton | Health | Warburg Pincus, Summit Partners, Sands Capital | 2010 | $393.79M | None | 6 | 4 | None |
| Zhaogang | $1 | 6/29/2017 | China | Shanghai | E-commerce & direct-to-consumer | K2 Ventures, Matrix Partners China, IDG Capital | 2012 | $361.25M | None | 9 | 2 | None |
| DianRong | $1 | 8/2/2017 | China | Shanghai | E-commerce & direct-to-consumer | Standard Chartered, FinSight Ventures, Affirma Capital | 2012 | $649M | None | 16 | 1 | None |
| Cell C | $1 | 8/7/2017 | South Africa | Midrand | Mobile & telecommunications | Blue Label Telecoms, Net1 UEPS Technologies | 2000 | $546.97M | None | 2 | 2 | None |
| YH Global | $1 | 9/21/2017 | China | Shenzhen | Supply chain, logistics, & delivery | Co-Energy Finance, Grandland | 1997 | $182.05M | None | 8 | 1 | None |
| Revolution Precrafted | $1 | 10/23/2017 | Philippines | Manila | Other | K2 Global, 500 Startups | 2015 | $15.4M | None | 2 | 2 | None |
| WeLab | $1 | 11/8/2017 | Hong Kong | Fintech | Sequoia Capital China, ING, Alibaba Entrepreneurs Fund | None | 2013 | $896M | None | 13 | 3 | None |
| Maimai | $1 | 11/15/2017 | China | Beijing | Mobile & telecommunications | Morningside Venture Capital, IDG Capital, DCM Ventures | 2013 | $300M | None | 5 | 4 | None |
| Dxy.cn | $1 | 4/10/2018 | China | Hangzhou | Health | Tencent Holdings, DCM Ventures | 2000 | $672M | None | 5 | 1 | None |
| Orbbec Technology | $1 | 5/21/2018 | China | Shenzhen | Hardware | R-Z Capital, Green Pine Capital Partners, SAIF Partners China | 2013 | $200M | None | 8 | 1 | None |
| HMD Global | $1 | 5/21/2018 | Finland | Espoo | Mobile & telecommunications | Ginko Ventures | 2016 | $330M | None | 6 | 1 | None |
| Huike Group | $1 | 5/24/2018 | China | Beijing | Edtech | Fosun RZ Capital, Oceanwide Holdings, Shenzhen Qianhe Capital Management Co. | 2010 | $63M | None | 4 | 1 | None |
| China Cloud | $1 | 6/11/2018 | China | Wuxi | Hardware | V Star Capital, GF Xinde Investment Management Co., Haitong Leading Capital Management | 2010 | $522.8M | None | 31 | 1 | None |
| LinkDoc Technology | $1 | 7/5/2018 | China | Beijing | Health | China Investment Corporation, New Enterprise Associates | 2014 | $253.02M | None | 10 | 1 | None |
| MediaMath | $1 | 7/10/2018 | United States | New York | Internet software & services | Silicon Valley Bank, QED Investors, European Founders Fund | 2007 | $613.16M | None | 14 | 6 | None |
| Movile | $1 | 7/12/2018 | Brazil | Sao Paulo | Mobile & telecommunications | Innova Capital - FIP, 3G Capital Management, Prosus Ventures | 1998 | $394M | Acquired | 4 | None | 2 |
| Kuaigou Dache | $1 | 7/13/2018 | China | Tianjin | Supply chain, logistics, & delivery | Sequoia Capital China, InnoVision Capital, Qianhai Fund of Funds | None | $650M | None | 9 | 1 | None |
| Pat McGrath Labs | $1 | 7/16/2018 | United States | New York | Consumer & retail | One Luxury Group, Eurazeo | 2016 | $82M | None | 2 | 1 | None |
| Wacai | $1 | 7/18/2018 | China | Hangzhou | Mobile & telecommunications | Qiming Venture Partners, China Broadband Capital, CDH Investments | 2009 | $368.6M | Corporate | 12 | 2 | 1 |
| FlashEx | $1 | 8/27/2018 | China | Beijing | Supply chain, logistics, & delivery | Prometheus Capital, Matrix Partners China, JD Capital Management | 2014 | $339M | None | 22 | 1 | None |
| Banma Network Technologies | $1 | 9/13/2018 | China | Shanghai | Auto & transportation | Yunfeng Capital, SDIC Innovation Investment Management, Shang Qi Capital | 2015 | $696.76M | None | 5 | 1 | None |
| Tresata | $1 | 10/10/2018 | United States | Charlotte | Fintech | GCP Capital Partners | 2011 | $51.93M | None | 2 | 1 | None |
| Momenta | $1 | 10/17/2018 | China | Beijing | Artificial intelligence | Sinovation Ventures, Tencent Holdings, Sequoia Capital China | 2016 | $1.283B | None | 28 | 1 | None |
| Hosjoy | $1 | 10/18/2018 | China | Nanjing | E-commerce & direct-to-consumer | U.S.-China Green Fund, Founder H Fund, Richland Equities | 2009 | $138.53M | None | 7 | 1 | None |
| Omio | $1 | 10/23/2018 | Germany | Berlin | Travel | Lakestar, Battery Ventures, New Enterprise Associates | 2013 | $396M | None | 22 | 3 | None |
| TERMINUS Technology | $1 | 10/25/2018 | China | Beijing | Hardware | China Everbright Limited, IDG Capital, iFLYTEK | 2015 | $629.58M | None | 8 | 4 | None |
| BitFury | $1 | 11/6/2018 | Netherlands | Amsterdam | Hardware | Georgian Co-Investment Fund, iTech Capital, Galaxy Digital | 2011 | $170M | Acquired | 22 | 3 | 2 |
| iFood | $1 | 11/13/2018 | Brazil | Osasco | Supply chain, logistics, & delivery | Movile, Just Eat, Naspers | 2011 | $591.86M | None | 6 | 2 | None |
| Geek+ | $1 | 11/21/2018 | China | Beijing | Hardware | Volcanics Ventures, Vertex Ventures China, Warburg Pincus | 2015 | $433.61M | None | 9 | 1 | None |
| REEF Technology | $1 | 12/10/2018 | United States | Miami | Supply chain, logistics, & delivery | Target Global, UBS Asset Management, Mubadala Capital | 2015 | $433.61M | None | 9 | 1 | None |
| Globality | $1 | 1/22/2019 | United States | Menlo Park | Artificial intelligence | SoftBank Group | 2015 | $310.3M | None | 20 | 3 | None |
| Ynsect | $1 | 2/21/2019 | France | Evry | Other | Astanor Ventures, Upfront Ventures, IDInvest Partners | 2011 | $393.4M | None | 20 | 1 | None |
| Intellifusion | $1 | 3/22/2019 | China | Shenzhen | Artificial intelligence | BOC International, TopoScend Capital, Hongxiu VC | 2014 | $287.85M | None | 36 | 1 | None |
| Liquid | $1 | 4/3/2019 | Japan | Tokyo | Fintech | JAFCO Co, Bitmain Technologies, IDG Capital | 2014 | $158M | None | 8 | 2 | None |
| Poizon | $1 | 4/29/2019 | China | Shanghai | Mobile & telecommunications | DST Global, Sequoia Capital China, Gaorong Capital | 2015 | None | None | 5 | 1 | None |
| VTS | $1 | 5/7/2019 | United States | New York | Internet software & services | Trinity Ventures, Fifth Wall Ventures, OpenView Venture Partners | 2012 | $327.18M | None | 17 | 5 | None |
| SITECH DEV | $1 | 5/16/2019 | China | Guiyang | Other | China Prosperity Capital | 2017 | None | None | 4 | 1 | None |
| KnowBox | $1 | 5/30/2019 | China | Beijing | Edtech | TAL Education Group, Legend Star, Alibaba Group | 2014 | $306.16M | None | 13 | 2 | None |
| Yanolja | $1 | 6/10/2019 | South Korea | Seoul | Travel | SBI Investment Korea, Partners Investment, GIC | 2005 | $2.036B | None | 11 | 4 | None |
| Meero | $1 | 6/18/2019 | France | Paris | Artificial intelligence | Aglae Ventures, Global Founders Capital, Alven Capital | 2016 | $297.5M | None | 10 | 3 | None |
| SumUp | $1 | 7/16/2019 | United Kingdom | London | Fintech | American Express Ventures, Goldman Sachs, Bain Capital Credit | 2011 | $1.365B | Acquired | 18 | 2 | 1 |
| Ibotta | $1 | 8/6/2019 | United States | Denver | Fintech | Koch Disruptive Technologies, Teamworthy Ventures, GGV Capital | 2011 | $95.91M | None | 19 | 3 | None |
| C2FO | $1 | 8/7/2019 | United States | Leawood | Fintech | Union Square Ventures, Summerhill Venture Partners, Mithril Capital Management | 2008 | $539.68M | None | 14 | 7 | None |
| Numbrs | $1 | 8/22/2019 | Switzerland | Zurich | Fintech | Investment Corporation of Dubai, Centralway | None | $127.6M | None | 6 | 2 | None |
| EBANX | $1 | 10/16/2019 | Brazil | Curitiba | Fintech | FTV Capital, Endeavor | 2012 | $460M | None | 3 | 1 | None |
| Alto Pharmacy | $1 | 1/30/2020 | United States | San Francisco | Health | Jackson Square Ventures, Greenoaks Capital Management, Softbank Group | 2015 | $588.07M | None | 11 | 2 | None |
| Hotmart | $1 | 3/17/2020 | Netherlands | Amsterdam | E-commerce & direct-to-consumer | Technology Crossover Ventures, Alkeon Capital Management, General Atlantic | 2011 | $130.3M | Acquired | 6 | 1 | 1 |
| Emerging Markets Property Group | $1 | 4/28/2020 | United Arab Emirates | Dubai | Other | OLX Group, KCK Group, EXOR Seeds | 2015 | $279M | None | 3 | 1 | None |
| Quizlet | $1 | 5/13/2020 | United States | San Francisco | Edtech | Union Square Ventures, Altos Ventures, Costanoa Ventures | 2005 | $62M | None | 8 | 3 | None |
| Orca Bio | $1 | 6/17/2020 | United States | Menlo Park | Health | Lightspeed Venture Partners, Data Collective, 8VC | 2016 | $192M | None | 7 | 1 | None |
| Newlink Group | $1 | 7/10/2020 | China | Beijing | E-commerce & direct-to-consumer | JOY Capital, NIO Capital, Blueflame Capital | 2016 | $978.4M | None | 30 | 1 | None |
| Infobip | $1 | 7/30/2020 | Croatia | Vodnjan | Mobile & telecommunications | One Equity Partners | 2006 | $800M | None | 3 | 1 | None |
| Zwift | $1 | 9/16/2020 | United States | Long Beach | E-commerce & direct-to-consumer | Novator Partners, True, Causeway Media Partners | 2014 | $597M | None | 13 | 2 | None |
| Playco | $1 | 9/21/2020 | Japan | Tokyo | Other | Sozo Ventures, Caffeinated Capital, Sequoia Capital | 2020 | $100M | None | 9 | 1 | None |
| Socar | $1 | 10/16/2020 | South Korea | Jeju-do | Auto & transportation | Bain Capital, Altos Ventures, Songhyun Investment | None | $100M | None | 9 | 1 | None |
| Boom Supersonic | $1 | 12/16/2020 | United States | Englewood | Other | WRVI Capital, Caffeinated Capital, Y Combinator | 2014 | $247.61M | None | 22 | 2 | None |
| Qualia | $1 | 12/21/2020 | United States | San Francisco | Fintech | 8VC, Menlo Ventures, Tiger Global Management | 2015 | $200.18M | None | 7 | 3 | None |
| Quantum Metric | $1 | 1/7/2021 | United States | Colorado Springs | Data management & analytics | Insight Partners, Bain Capital Ventures | 2015 | $251M | None | 6 | 2 | None |
| News Break | $1 | 1/7/2021 | United States | Mountain View | Internet software & services | IDG Capital, Francisco Partners, ZhenFund | 2015 | $140.23M | None | 5 | 3 | None |
| MadeiraMadeira | $1 | 1/7/2021 | Brazil | Parana | E-commerce & direct-to-consumer | Flybridge Capital Partners, SoftBank Group, Monashees+ | 2009 | $304.58M | None | 10 | 2 | None |
| PPRO | $1 | 1/19/2021 | United Kingdom | London | Fintech | Wellington Management, Eurazeo, Citi Ventures | 2006 | $370M | None | 9 | 1 | None |
| Splashtop | $1 | 1/27/2021 | United States | San Jose | Internet software & services | Storm Ventures, DFJ DragonFund, New Enterprise Associates | 2006 | $111.5M | None | 18 | 4 | None |
| DriveNets | $1 | 1/27/2021 | Israel | Ra’anana | Internet software & services | Bessemer Venture Partners, Pitango Venture Capital, D1 Capital Partners | 2015 | $325M | None | 10 | 1 | None |
| Flash Express | $1 | 2/1/2021 | Thailand | Bangkok | Supply chain, logistics, & delivery | SCB 10X, Krungsri Finnovate, eWTP Capital | 2017 | $360M | None | 10 | 2 | None |
| Axiom Space | $1 | 2/16/2021 | United States | Houston | Other | C5 Capital, Hemisphere Ventures, The Venture Collective | 2016 | $230M | None | 12 | 1 | None |
| Locus Robotics | $1 | 2/17/2021 | United States | Wilmington | Hardware | Scale Venture Partners, Bond, Tiger Global Management | 2014 | $315.82M | None | 8 | 3 | None |
| Standard | $1 | 2/17/2021 | United States | San Francisco | Artificial intelligence | CRV, Y Combinator, Initialized Capital | 2017 | $235.62M | None | 11 | 3 | None |
| Sentry | $1 | 2/18/2021 | United States | San Francisco | Other | New Enterprise Associates, Accel, Bond | 2011 | $126.5M | None | 5 | 3 | None |
| WeBull | $1 | 2/18/2021 | China | Changsha | Fintech | Bojiang Capital, Hongdao Capital, Mobai Capital | 2016 | $230.31M | None | 7 | 2 | None |
| Skydio | $1 | 2/25/2021 | United States | Redwood City | Supply chain, logistics, & delivery | Andreessen Horowitz, Andreessen Horowitz, Institutional Venture Partners, Accel | 2014 | $344M | None | 12 | 4 | None |
| Newsela | $1 | 2/25/2021 | United States | New York | Internet software & services | Owl Ventures, Technology Crossover Ventures, Tao Capital Partners | 2013 | $170.72M | None | 32 | 3 | None |
| Aqua Security | $1 | 3/10/2021 | Israel | Ramat Gan | Cybersecurity | TLV Partners, Lightspeed Venture Partners, M12 | 2015 | $265M | None | 9 | 3 | None |
| PatSnap | $1 | 3/16/2021 | Singapore | Internet software & services | Sequoia Capital China, Shunwei Capital Partners, Qualgro | None | 2007 | $352.32M | None | 10 | 3 | None |
| Evidation | $1 | 3/22/2021 | United States | San Mateo | Health | B Capital Group,, GE Ventures, McKesson Ventures | 2012 | $259.18M | None | 15 | 4 | None |
| Sidecar Health | $1 | 1/26/2021 | United States | El Segundo | Fintech | GreatPoint Ventures, Tiger Global Management, Menlo Ventures | 2018 | $163M | None | 10 | 1 | None |
| Feedzai | $1 | 3/24/2021 | United States | San Mateo | Artificial intelligence | Global Founders Capital, Shea Ventures, Greycroft | 2009 | $277.8M | None | 10 | 3 | None |
| Yunxuetang | $1 | 3/29/2021 | China | Suzhou | Edtech | Matrix Partners China, Sequoia Capital China, Hundreds Capital | 2011 | $397.28M | None | 9 | 1 | None |
| Cameo | $1 | 3/30/2021 | United States | Chicago | Internet software & services | Lightspeed Venture Partners, Kleiner Perkins Caufield & Byers, Origin Ventures | 2016 | $165.71M | None | 20 | 2 | None |
| Fetch Rewards | $1 | 3/31/2021 | United States | Madison | E-commerce & direct-to-consumer | Greycroft, Loeb.NYC, DST Global | 2014 | $341.51M | None | 12 | 3 | None |
| Hyperchain | $1 | 4/11/2021 | China | Hangzhou | Fintech | Yinhong Equity Investment Fund, E Fund, Ideal International | None | $249M | None | 14 | 2 | None |
| The Zebra | $1 | 4/12/2021 | United States | Austin | E-commerce & direct-to-consumer | Silverton Partners, Accel, Ballast Point Ventures | 2012 | $255.08M | None | 11 | 5 | None |
| Clearcover | $1 | 4/13/2021 | United States | Chicago | Fintech | American Family Ventures, Cox Enterprises, OMERS Ventures | 2016 | $307M | None | 10 | 2 | None |
| Groq | $1 | 4/14/2021 | United States | Mountain View | Artificial intelligence | TDK Ventures, Social Capital, D1 Capital Partners | 2016 | $362.55M | None | 14 | 3 | None |
| Fiture | $1 | 4/14/2021 | China | Chengdu | Health | Bertelsmann Asia Investments, Sequoia Capital China, NIO Capital | 2019 | $391M | None | 15 | 1 | None |
| Injective Protocol | $1 | 4/20/2021 | United States | New York | Fintech | Pantera Capital, Cadenza Ventures, BlockTower Capital | 2018 | $13.1M | None | 12 | 1 | None |
| Sift | $1 | 4/22/2021 | United States | San Francisco | Artificial intelligence | Union Square Ventures, Insight Partners, Spark Capital | 2011 | $156.52M | None | 20 | 4 | None |
| SaltPay | $1 | 4/23/2021 | United Kingdom | London | Fintech | Tiger Global Management, Hedosophia | None | $156.52M | None | 20 | 4 | None |
| Capsule | $1 | 4/28/2021 | United States | New York | Health | Thrive Capital, Durable Capital Partners, G Squared | 2016 | $570M | None | 11 | 3 | None |
| Mux | $1 | 4/30/2021 | United States | San Francisco | Internet software & services | Accel, Cobalt Capital, Andreessen Horowitz | 2015 | $173.92M | None | 20 | 2 | None |
| XForcePlus | $1 | 6/1/2021 | China | Shanghai | Internet software & services | Eastern Bell Capital, Danhua Capital, MSA Capital | 2015 | $200M | None | 12 | 2 | None |
| Shift Technology | $1 | 5/5/2021 | France | Paris | Artificial intelligence | Griffin Gaming Partners, Andreessen Horowitz, Battery Ventures | 2014 | $319.72M | None | 11 | 3 | None |
| TensTorrent | $1 | 5/5/2021 | Canada | Toronto | Artificial intelligence | Eclipse Ventures, Fidelity Investments, Moore Capital Management | 2016 | $221.03M | None | 4 | 1 | None |
| Zihaiguo | $1 | 5/6/2021 | China | Chongqing | Consumer & retail | Xingwang Investment Management, China Capital Investment Group, Matrix Partners China | 2018 | $64.08M | None | 5 | 2 | None |
| Forte Labs | $1 | 5/12/2021 | United States | San Francisco | Fintech | Iris Capital, Accel, Elaia Partners | 2018 | $64.08M | None | 5 | 2 | None |
| Axtria | $1 | 5/13/2021 | United States | Berkeley Heights | Data management & analytics | Helion Venture Partners, Bain Capital Tech Opportunities, Sequoia Capital India | 2009 | $206.32M | None | 9 | 3 | None |
| Amount | $1 | 5/17/2021 | United States | Chicago | Fintech | Invus Group, Hanaco Venture Capital, WestCap Group | None | $187.5M | None | 9 | 2 | None |
| Vise | $1 | 5/18/2021 | United States | New York | Fintech | Sequoia Capital, Founders Fund, Bling Capital | 2016 | $126.55M | None | 22 | 1 | None |
| Printful | $1 | 5/24/2021 | United States | Charlotte | Other | Bregal Sagemount | 2016 | $126.55M | None | 22 | 1 | None |
| Shippo | $1 | 6/2/2021 | United States | San Francisco | Supply chain, logistics, & delivery | Version One Ventures, Uncork Capital, Bessemer Venture Partners | 2013 | $154.03M | None | 16 | 6 | None |
| Thirty Madison | $1 | 6/2/2021 | United States | New York | Health | Northzone Ventures, Maveron, Johnson & Johnson Innovation | 1993 | $8M | None | 2 | 1 | None |
| LetsGetChecked | $1 | 6/7/2021 | Ireland | Dublin | Health | Optum Ventures, Qiming Venture Partners, Transformation Capital | 2015 | $263M | None | 10 | 2 | None |
| EcoFlow | $1 | 6/10/2021 | China | Shenzhen | Hardware | Delian Capital, China International Capital Corporation, Sequoia Capital China | 2017 | $110.59M | None | 13 | 1 | None |
| Carro | $1 | 6/14/2021 | Singapore | E-commerce & direct-to-consumer | SingTel Innov8, Alpha JWC Ventures, Golden Gate Ventures | None | 2015 | $684.52M | None | 31 | 4 | None |
| Tractable | $1 | 6/16/2021 | United Kingdom | London | Artificial intelligence | Insight Partners, Ignition Partners, Georgian Partners | 2014 | $119.83M | None | 10 | 3 | None |
| Bringg | $1 | 6/16/2021 | Israel | Tel Aviv | Supply chain, logistics, & delivery | Salesforce Ventures, next47, Pereg Ventures | 2013 | $184.5M | None | 14 | 3 | None |
| Claroty | $1 | 6/17/2021 | United States | New York | Cybersecurity | Bessemer Venture Partners, MoreVC, Team8 | 2015 | $632M | None | 22 | 3 | None |
| JoyTunes | $1 | 6/21/2021 | Israel | Tel Aviv | Edtech | Genesis Partners, Aleph, Insight Partners | 2011 | $91.5M | None | 10 | 3 | None |
| Aircall | $1 | 6/23/2021 | United States | New York | Internet software & services | Balderton Capital, Next World Capital, Draper Esprit | 2014 | $225.63M | None | 15 | 3 | None |
| SmartAsset | $1 | 6/24/2021 | United States | New York | Fintech | Javelin Venture Partners, TTV Capital, Peterson Ventures | 2012 | $157.62M | None | 17 | 4 | None |
| Morning Consult | $1 | 6/8/2021 | United States | Washington DC | Internet software & services | Advance Venture Partners, Susquehanna Growth Equity, Lupa Systems | 2014 | $91M | None | 3 | 2 | None |
| Visier | $1 | 6/29/2021 | Canada | Vancouver | Internet software & services | Foundation Capital, Summit Partners, Adams Street Partners | 2010 | $216.5M | None | 5 | 3 | None |
| ShipBob | $1 | 6/29/2021 | United States | Chicago | Supply chain, logistics, & delivery | Hyde Park Venture Partners, FundersClub. Bain Capital Ventures | 2014 | $331.1M | None | 13 | 3 | None |
| Kitopi | $1 | 7/1/2021 | United Arab Emirates | Dubai | Supply chain, logistics, & delivery | CE-Ventures, BECO Capital, Nordstar | 2018 | $502.2M | None | 17 | 1 | None |
| bolttech | $1 | 7/1/2021 | Singapore | Fintech | Mundi Ventures, Doqling Capital Partners, Activant Capital | None | 2018 | $502.2M | None | 17 | 1 | None |
| MobileCoin | $1 | 7/7/2021 | United States | San Francisco | Fintech | General Catalyst, Future Ventures, AU21 | 2018 | $108.03M | None | 12 | 1 | None |
| Lunar | $1 | 7/12/2021 | Denmark | Aarhus | Fintech | SEED Capital, Greyhound Capital, Socii Capital | 2015 | $371.29M | None | 18 | 1 | None |
| Amperity | $1 | 7/13/2021 | United States | Seattle | Artificial intelligence | Madrona Venture Group, Tiger Global Management, Madera Technology Partners | 2016 | $217.3M | None | 15 | 3 | None |
| Remote | $1 | 7/13/2021 | United States | San Francisco | Fintech | Index Ventures, Sequoia Capital, General Catalyst | 2016 | $217.3M | None | 15 | 3 | None |
| Pantheon Systems | $1 | 7/13/2021 | United States | San Francisco | Internet software & services | Foundry Group, Scale Venture Partners, SoftBank Group | 2020 | $150K | None | 1 | None | None |
| Xiaobing | $1 | 7/12/2021 | China | Beijing | Fintech | NetEase Capital, Northern Light Venture Capital, Microsoft | 2020 | None | None | 9 | 1 | None |
| Carson Group | $1 | 7/14/2021 | United States | Lincoln | Fintech | Bain Capital | None | None | None | 9 | 1 | None |
| GO1 | $1 | 7/19/2021 | Australia | Brisbane | Internet software & services | Y Combinator, M12, SEEK | 2015 | $273.25M | None | 23 | 3 | None |
| Interos | $1 | 7/22/2021 | United States | Arlington | Fintech | Kleiner Perkins Caufield & Byers, NightDragon Security, Venrock | 2005 | $132.35M | None | 6 | 1 | None |
| BlackBuck | $1 | 7/22/2021 | India | Bengaluru | Supply chain, logistics, & delivery | Accel, Sands Capital, International Finance Corporation | 2015 | $330.88M | None | 20 | 7 | None |
| NIUM | $1 | 7/13/2021 | Singapore | Fintech | Vertex Ventures SE Asia, Global Founders Capital, Visa Ventures | None | 2014 | $259.1M | None | 22 | 3 | None |
| Unico | $1 | 8/3/2021 | Brazil | Sao Paulo | Artificial intelligence | Big Bets, General Atlantic, SOFTBANK Latin America Ventures | 2007 | $235.94M | None | 5 | 1 | None |
| Human Interest | $1 | 8/4/2021 | United States | San Francisco | Fintech | Wing Venture Capital, Slow Ventures, Uncork Capital | 2015 | $335.02M | None | 26 | 3 | None |
| Bluecore | $1 | 8/5/2021 | United States | New York | Artificial intelligence | FirstMark Capital, Georgian Partners, Norwest Venture Partners | 2013 | $238.12M | None | 8 | 4 | None |
| Freshbooks | $1 | 8/10/2021 | Canada | Toronto | Fintech | Accomplice, Oak Investment Partners, Georgian Partners | 2004 | $203.75M | None | 9 | 3 | None |
| Snorkel AI | $1 | 8/9/2021 | United States | Palo Alto | Artificial intelligence | Greylock Partners, Google Ventures, BlackRock | 2019 | $135M | None | 10 | 1 | None |
| Gelato | $1 | 8/16/2021 | Norway | Oslo | E-commerce & direct-to-consumer | Greylock Partners, Google Ventures, BlackRock | 2007 | $293.61M | None | 9 | 4 | None |
| Maven Clinic | $1 | 8/17/2021 | United States | New York | Health | Female Founders Fund, Oak HC/FT Partners, Sequoia Capital | 2014 | $199.47M | None | 26 | 3 | None |
| Dunamu | $1 | 7/22/2021 | South Korea | Seoul | Fintech | Qualcomm Ventures, Woori Investment, Hanwha Investment & Securities | 2012 | $72.44M | None | 10 | 2 | None |
| Shield AI | $1 | 8/24/2021 | United States | San Diego | Artificial intelligence | Andreessen Horowitz, Homebrew, Point72 Ventures | 2015 | $345.35M | None | 6 | 2 | None |
| PicsArt | $1 | 8/26/2021 | United States | San Francisco | Mobile & telecommunications | Sequoia Capital, DCM Ventures, Insight Partners | None | $175M | None | 9 | 4 | None |
| 1KMXC | $1 | 8/30/2021 | China | Hangzhou | Hardware | Goldman Sachs Asset Management, SDP Investment, Alibaba Group | 2014 | $98.96M | None | 8 | 3 | None |
| Cider | $1 | 9/2/2021 | Hong Kong | E-commerce & direct-to-consumer | Andreessen Horowitz, DST Global, IDG Capital | None | 2020 | $131.46M | None | 8 | 2 | None |
| Berlin Brands Group | $1 | 9/1/2021 | Germany | Berlin | E-commerce & direct-to-consumer | Ardian, Bain Capital | 2005 | $938.71M | None | 2 | 1 | None |
| Agile Robots | $1 | 9/9/2021 | Germany | Munich | Hardware | Hillhouse Capital Management, Sequoia Capital China, Linear Venture | 2018 | $350M | None | 14 | 1 | None |
| Mammoth Biosciences | $1 | 9/9/2021 | United States | Brisbane | Health | NFX, Plum Alley, Mayfield | None | None | None | 1 | None | None |
| Orchard | $1 | 9/9/2021 | United States | New York | Fintech | Accomplice, Juxtapose, FirstMark Capital | None | None | None | 1 | None | None |
| Xendit | $1 | 9/14/2021 | Indonesia | Jakarta | Fintech | Accel, Y Combinator, Amasia | 2014 | $215.01M | None | 8 | 1 | None |
| TrueLayer | $1 | 9/21/2021 | United Kingdom | London | Fintech | Anthemis, Connect Ventures, Northzone Ventures | 2016 | $271.8M | None | 17 | 3 | None |
| Assembly | $1 | 9/21/2021 | United States | Culver City | Internet software & services | Advent International, PSG, Providence Equity Partners | 2019 | None | None | 3 | 1 | None |
| PandaDoc | $1 | 9/22/2021 | United States | San Francisco | Internet software & services | Rembrandt Venture Partners, M12, Altos Ventures | 2016 | $271.8M | None | 17 | 3 | None |
| Keenon Robotics | $1 | 9/15/2021 | China | Shanghai | Supply chain, logistics, & delivery | Yunqi Partners, SoftBank Group, iVision Ventures | 2010 | $228.79M | None | 13 | 1 | None |
| HAYDON | $1 | 9/24/2021 | China | Shanghai | Consumer & retail | Tencent Holdings, Hillhouse Capital Management | 2020 | $100M | None | 2 | 1 | None |
| Ninja Van | $1 | 9/27/2021 | Singapore | Supply chain, logistics, & delivery | B Capital Group, Monk’s Hill Ventures, Dynamic Parcel Distribution | None | 2014 | $976.5M | None | 15 | 6 | None |
| Vedantu | $1 | 9/29/2021 | India | Bengaluru | Edtech | Accel, Tiger Global Management, Omidyar Network | 2014 | $308.38M | None | 13 | 5 | None |
| TrialSpark | $1 | 9/30/2021 | United States | New York | Health | Sequoia Capital, Thrive Capital, Sound Ventures | 2014 | $238.3M | None | 14 | 1 | None |
| Ajaib | $1 | 10/4/2021 | Indonesia | Jakarta | Fintech | Softbank Ventures Asia, Alpha JWC Ventures, Insignia Ventures Partners | 2018 | $245.22M | None | 12 | 1 | None |
| Licious | $1 | 10/5/2021 | India | Bengaluru | E-commerce & direct-to-consumer | 3one4 Capital Partners, Bertelsmann India Investments, Vertex Ventures SE Asia | 2015 | $338M | None | 21 | 5 | None |
| Masterworks | $1 | 10/5/2021 | United States | New York | Fintech | Left Lane Capital, Galaxy Interactive, Tru Arrow Partners | 2017 | $110M | None | 3 | 1 | None |
| Chronosphere | $1 | 10/7/2021 | United States | New York | Data management & analytics | Greylock Partners, Lux Capital, General Atlantic | 2019 | $255.34M | None | 6 | 1 | None |
| Solo.io | $1 | 10/7/2021 | United States | Cambridge | Internet software & services | True Ventures, Altimeter Capital, Redpoint Ventures | 2017 | $171.85M | None | 3 | 1 | None |
| Swile | $1 | 10/11/2021 | France | Montpellier | Fintech | Index Ventures, IDInvest Partners, Daphni | 2016 | $328.43M | None | 8 | 2 | None |
| MobiKwik | $1 | 10/13/2021 | India | Gurugram | Fintech | Sequoia Capital India, The Times Group, GMO VenturePartners | 2009 | $248.96M | None | 31 | 9 | None |
| Zopa | $1 | 10/19/2021 | United Kingdom | London | Fintech | IAG Capital Partners, Augmentum Fintech, Northzone Ventures | 2005 | $671.93M | None | 17 | 2 | None |
| Dental Monitoring | $1 | 10/21/2021 | France | Paris | Health | Vitruvian Partners, Merieux Equity Partners, Straumann | 2014 | $210.08M | None | 3 | 1 | None |
| CargoX | $1 | 10/21/2021 | Brazil | Sao Paulo | Supply chain, logistics, & delivery | Valor Capital Group, Lightrock, Softbank Group | 2015 | $377.93M | None | 18 | 3 | None |
| Fabric | $1 | 10/26/2021 | United States | New York | Supply chain, logistics, & delivery | Innovation Endeavors, Aleph, Temasek | 1999 | None | None | 1 | 1 | None |
| Augury | $1 | 10/26/2021 | United States | New York | Artificial intelligence | Lerer Hippeau, Munich Re Ventures, Eclipse Ventures | 2011 | $294M | None | 13 | 3 | None |
| Moka | $1 | 11/2/2021 | China | Beijing | Internet software & services | GGV Capital, GSR Ventures, FreesFund | 2015 | $142.27M | None | 8 | 2 | None |
| Tezign | $1 | 11/2/2021 | China | Shanghai | Internet software & services | Sequoia Capital China, Linear Venture, Hearst Ventures | 2015 | $110M | None | 14 | 1 | None |
| Vagaro | $1 | 11/3/2021 | United States | Dublin | Internet software & services | FTV Capital | 2009 | $64.5M | None | 2 | 1 | None |
| Drata | $1 | 11/8/2021 | United States | San Diego | Cybersecurity | Cowboy Ventures, Leaders Fund, GGV Capital | 2020 | $128.2M | None | 9 | 1 | None |
| Razor | $1 | 11/8/2021 | Germany | Berlin | Consumer & retail | Global Founders Capital, 468 Capital, Redalpine Venture Partners | 2020 | $558.71M | None | 13 | 2 | None |
| OpenWeb | $1 | 11/9/2021 | United States | New York | Internet software & services | Insight Partners, AltaIR Capital, Norma Investments | 2012 | $213M | None | 23 | 2 | None |
| Contrast Security | $1 | 11/9/2021 | United States | Los Altos | Cybersecurity | Acero Capital, General Catalyst, M12 | 2014 | $269M | None | 11 | 3 | None |
| Wrapbook | $1 | 11/10/2021 | United States | New York | Fintech | Equal Ventures, Uncork Capital, Andreessen Horowitz | 2018 | $130.6M | None | 8 | 1 | None |
| Mensa Brands | $1 | 11/16/2021 | India | Bengaluru | Other | Accel, Falcon Edge Capital, Norwest Venture Partners | 2021 | $228.58M | None | 13 | 3 | None |
| Heyday | $1 | 11/16/2021 | United States | Chicago | E-commerce & direct-to-consumer | Khosla Ventures,General Catalyst, Victory Park Capital | 2017 | $6.62M | None | 10 | 1 | None |
| PLACE | $1 | 11/17/2021 | United States | Bellingham | Internet software & services | Goldman Sachs Asset Management, 3L | 2020 | $100M | None | 2 | 1 | None |
| Stytch | $1 | 11/18/2021 | United States | San Francisco | Cybersecurity | Index Ventures, Benchmark, Thrive Capital | None | $126M | None | 11 | 3 | None |
| Owkin | $1 | 11/18/2021 | United States | New York | Artificial Intelligence | Google Ventures, Cathay Innovation, NJF Capital | 2016 | $254.1M | None | 12 | 2 | None |
| Expel | $1 | 11/18/2021 | United States | Herndon | Cybersecurity | Paladin Capital Group, Greycroft, Scale Venture Partners | 2016 | $257.8M | None | 11 | 3 | None |
| NoBroker | $1 | 11/23/2021 | India | Bengaluru | Internet software & services | General Atlantic, Elevation Capital, BEENEXT | 2014 | $371.4M | None | 14 | 5 | None |
| Slice | $1 | 11/28/2021 | India | Bengaluru | Fintech | Gunosy Capital, Blume Ventures, Das Capital | 2015 | $303.73M | None | 30 | 3 | None |
| Thought Machine | $1 | 11/29/2021 | United Kingdom | London | Fintech | British Patient Capital, SEB Venture Capital, IQ Capital | 2014 | $402.05M | None | 15 | 3 | None |
| Lessen | $1 | 11/30/2021 | United States | Scottsdale | Internet software & services | Khosla Ventures, General Catalyst, Navitas Capital | 2019 | $205M | None | 4 | 1 | None |
| Clara | $1 | 12/6/2021 | Mexico | Mexico City | Fintech | DST Global, General Catalyst, Monashees+ | 2020 | $108.5M | None | 14 | 2 | None |
| YipitData | $1 | 12/6/2021 | United States | New York | Internet software & services | RRE Ventures+, Highland Capital Partners, The Carlyle Group | 2008 | $492.05M | None | 15 | 3 | None |
| Anyscale | $1 | 12/7/2021 | United States | Berkeley | Artificial Intelligence | Andreessen Horowitz, Intel Capital, Foundation Capital | 2019 | $160.6M | None | 10 | 1 | None |
| Iodine Software | $1 | 12/1/2021 | United States | Austin | Data management & analytics | Advent International, Bain Capital Ventures, Silversmith Capital Partners | 2010 | None | None | 3 | 1 | None |
| ReliaQuest | $1 | 12/1/2021 | United States | Tampa | Cybersecurity | KKR, FTV Capital, Ten Eleven Ventures | 2007 | $330M | None | 4 | 1 | None |
| Pet Circle | $1 | 12/7/2021 | Australia | Alexandria | E-commerce & direct-to-consumer | Prysm Capital, Baillie Gifford & Co., TDM Growth Partners | 2011 | $126.35M | None | 6 | 1 | None |
| Nature’s Fynd | $1 | 7/19/2021 | United States | Chicago | Other | Danone Manifesto Ventures, 1955 Capital, Breakthrough Energy Ventures | 2012 | $508.48M | None | 20 | 1 | None |
| Lydia | $1 | 12/8/2021 | France | Paris | Fintech | NewAlpha, XAnge Private Equity, Tencent Holdings | 2011 | $260.33M | None | 12 | 3 | None |
| SellerX | $1 | 12/9/2021 | Germany | Berlin | E-commerce & direct-to-consumer | Cherry Ventures, Felix Capital, 83North | 2020 | $766.7M | None | 13 | 1 | None |
| SnapLogic | $1 | 12/13/2021 | United States | San Mateo | Internet software & services | Andreessen Horowitz, Triangle Peak Partners, Ignition Partners | 2006 | $397.86M | None | 18 | 8 | None |
| Cadence | $1 | 12/14/2021 | United States | New York | Health | Thrive Capital, General Catalyst, Coatue Management | 2020 | $141M | None | 8 | 1 | None |
| Noname Security | $1 | 12/15/2021 | United States | Palo Alto | Cybersecurity | Insight Partners, Lightspeed Venture Partners, CyberStarts | 2020 | $220M | None | 7 | 1 | None |
| Rothy’s | $1 | 12/21/2021 | United States | San Francisco | Consumer & retail | Alpargatas, GS Growth, Lightspeed Venture Partners | 2016 | $44M | None | 6 | 2 | None |
| VOI | $1 | 12/21/2021 | Sweden | Stockholm | Travel | Vostok New Ventures, The Raine Group, Balderton Capital | 2018 | $517.9M | None | 33 | 3 | None |
| Haomao.AI | $1 | 12/22/2021 | China | Beijing | Artificial Intelligence | Qualcomm Ventures, Nine Intelligence Capital, Hillhouse Capital Management | 2019 | $203.91M | None | 7 | 1 | None |
| Kopi Kenangan | $1 | 12/27/2021 | Indonesia | Jakarta | Consumer & retail | Horizons Ventures, Sequoia Capital India, Alpha JWC Ventures | 2017 | $233M | None | 13 | 1 | None |
| InFarm | $1 | 12/16/2021 | Germany | Berlin | Other | Atomico, Hanaco Venture Capital, TriplePoint Capital | 2013 | $601.59M | None | 22 | 2 | None |
| ONE | $1 | 12/8/2021 | Singapore | Internet software & services | Temasek, Guggenheim Investments, Qatar Investment Authority | None | 2011 | $486M | None | 11 | 1 | None |
| Fractal Analytics | $1 | 1/5/2022 | India | Mumbai | Data management & analytics | TPG Capital, Apax Partners, TA Associates | 2000 | $688M | None | 6 | 3 | None |
| Assent Compliance | $1 | 1/6/2022 | Canada | Ottawa | Supply chain, logistics, & delivery | Vista Equity Partners, Warburg Pincus, First Ascent Ventures | 2005 | $501.64M | None | 8 | 3 | None |
| CAIS | $1 | 1/11/2022 | United States | New York | Fintech | Franklin Templeton, Motive Partners. Apollo Global Management | 2009 | $283M | None | 7 | 2 | None |
| Placer.ai | $1 | 1/12/2022 | United States | Los Altos | Artificial intelligence | Fifth Wall Ventures, JBV Capital, Array Ventures | 2016 | $166.34M | None | 19 | 1 | None |
| Pentera | $1 | 1/11/2022 | Israel | Petah Tikva | Cybersecurity | AWZ Ventures, Blackstone, Insight Partners | 2015 | $185M | None | 6 | 1 | None |
| Darwinbox | $1 | 1/25/2022 | India | Hyderabad | Internet software & services | Lightspeed India Partners, Sequoia Capital India, Endiya Partners | 2015 | $106.7M | None | 10 | 2 | None |
| Minio | $1 | 1/26/2022 | United States | Palo Alto | Data management & analytics | General Catalyst, Nexus Venture Partners, Dell Technologies Capital | 2014 | $126.3M | None | 13 | 2 | None |
| Fever Labs | $1 | 1/26/2022 | United States | New York | Internet software & services | Accel, 14W, GS Growth | 2012 | $315.43M | None | 26 | 4 | None |
| Esusu | $1 | 1/27/2022 | United States | New York | Fintech | Next Play Ventures, Zeal Capital Partners, SoftBank Group | 2015 | $144.43M | None | 25 | 1 | None |
| Betterfly | $1 | 2/1/2022 | Chile | Santiago | Artificial intelligence | QED Investors, DST Global, Endeavor | 2018 | $202.5M | None | 13 | 1 | None |
| Dune Analytics | $1 | 2/2/2022 | Norway | Oslo | Data management & analytics | Multicoin Capital, Coatue Management, Dragonfly Capital Partners | 2018 | $79.42M | None | 12 | 1 | None |
| Scandit | $1 | 2/9/2022 | Switzerland | Zurich | Supply chain, logistics, & delivery | Atomico, NGP Capital, Google Ventures | 2009 | $273M | None | 12 | 3 | None |
| Payhawk | $1 | 2/14/2022 | United Kingdom | London | Fintech | Earlybird Venture Capital, Eleven Ventures, QED Investors | 2018 | $236.5M | None | 15 | 2 | None |
| Watershed | $1 | 2/8/2022 | United States | San Francisco | Internet software & services | Kleiner Perkins Caufield & Byers, Sequoia Capital | None | $70M | None | 4 | 1 | None |
| Axelar | $1 | 2/15/2022 | Canada | Waterloo | Internet software & services | Lemniscap VC, North Island Ventures, Polychain Capital | 2020 | $63.75M | None | 26 | 1 | None |
| CHEQ | $1 | 2/22/2022 | United States | New York | Cybersecurity | Battery Ventures, Tiger Global Management, Hanaco Ventures | 2014 | $171M | None | 6 | 2 | None |
| Hasura | $1 | 2/22/2022 | India | Bengaluru | Internet software & services | Nexus Venture Partners, Vertex Ventures, STRIVE | 2017 | $136.51M | None | 11 | 1 | None |
| Timescale | $1 | 2/22/2022 | United States | New York | Internet software & services | New Enterprise Associates, Benchmark, Two Sigma Ventures | 2015 | $181.06M | None | 7 | 2 | None |
| Scalapay | $1 | 2/23/2022 | Italy | Milan | Fintech | Fasanara Capital, Tiger Global Management, Baleen Capital | 2019 | $700M | None | 10 | 2 | None |
| Omada Health | $1 | 2/23/2022 | United States | San Francisco | Health | U.S. Venture Partners, dRx Capital, Andreessen Horowitz | 2011 | $449.72M | None | 30 | 6 | None |
| BlueVoyant | $1 | 2/23/2022 | United States | New York | Cybersecurity | 8VC, Liberty Strategic Capital, Eden Global Partners | 2017 | $525.5M | None | 6 | 2 | None |
| Veev | $1 | 2/24/2022 | United States | San Mateo | Internet software & services | Zeev Ventures, Bond, Fifth Wall Ventures | 2008 | $604.5M | None | 11 | 1 | None |
Cleaning column names to match snake_case
naming conventions
## [1] "Company" "Valuation ($B)" "Date Joined"
## [4] "Country" "City" "Industry"
## [7] "Select Inverstors" "Founded Year" "Total Raised"
## [10] "Financial Stage" "Investors Count" "Deal Terms"
## [13] "Portfolio Exits"unicorn_companies <-
unicorn_companies %>%
rename_with(~ tolower(gsub(' ', '_', .x, fixed = TRUE))) %>%
rename('investors' = 'select_inverstors', 'valuation' ='valuation_($b)')## [1] "company" "valuation" "date_joined" "country"
## [5] "city" "industry" "investors" "founded_year"
## [9] "total_raised" "financial_stage" "investors_count" "deal_terms"
## [13] "portfolio_exits"Cleaning duplicates based on ‘company’ column
## [1] 2unicorn_companies %>%
filter(duplicated(company))
unicorn_companies <- distinct(unicorn_companies, company, .keep_all = TRUE)## [1] 0Cleaning valuation column by removing ‘$’ and
changing data type
## [1] "$140" "$100.30" "$95" "$45.60" "$42" "$40" "$40"
## [8] "$39" "$38" "$33"unicorn_companies$valuation <-
gsub('\\$', '', unicorn_companies$valuation)
unicorn_companies$valuation <-
as.numeric(unicorn_companies$valuation)## [1] 140.0 100.3 95.0 45.6 42.0 40.0 40.0 39.0 38.0 33.0Cleaning date_joined column data
type
## [1] "4/7/2017" "12/1/2012" "1/23/2014" "12/12/2011" "10/26/2018"
## [6] "1/8/2018" "5/2/2019" "12/30/2014" "2/5/2019" "4/26/2018"unicorn_companies$date_joined <-
as.Date(
unicorn_companies$date_joined, '%m/%d/%Y')## [1] "2017-04-07" "2012-12-01" "2014-01-23" "2011-12-12" "2018-10-26"
## [6] "2018-01-08" "2019-05-02" "2014-12-30" "2019-02-05" "2018-04-26"Cleaning industry column categorical
values
## [1] "Artificial intelligence"
## [2] "Other"
## [3] "Fintech"
## [4] "Internet software & services"
## [5] "Supply chain, logistics, & delivery"
## [6] "Data management & analytics"
## [7] "Sequoia Capital, Thoma Bravo, Softbank"
## [8] "E-commerce & direct-to-consumer"
## [9] "Edtech"
## [10] "Hardware"
## [11] "Consumer & retail"
## [12] "Health"
## [13] "Auto & transportation"
## [14] "Finttech"
## [15] "Travel"
## [16] "Cybersecurity"
## [17] "Mobile & telecommunications"
## [18] "Kuang-Chi"
## [19] "Tiger Global Management, Tiger Brokers, DCM Ventures"
## [20] "Jungle Ventures, Accel, Venture Highway"
## [21] "Artificial Intelligence"
## [22] "Vision Plus Capital, GSR Ventures, ZhenFund"
## [23] "Hopu Investment Management, Boyu Capital, DC Thomson Ventures"
## [24] "500 Global, Rakuten Ventures, Golden Gate Ventures"
## [25] "Dragonfly Captial, Qiming Venture Partners, DST Global"
## [26] "Sequoia Capital China, ING, Alibaba Entrepreneurs Fund"
## [27] "Sequoia Capital China, Shunwei Capital Partners, Qualgro"
## [28] "SingTel Innov8, Alpha JWC Ventures, Golden Gate Ventures"
## [29] "Mundi Ventures, Doqling Capital Partners, Activant Capital"
## [30] "Vertex Ventures SE Asia, Global Founders Capital, Visa Ventures"
## [31] "Andreessen Horowitz, DST Global, IDG Capital"
## [32] "B Capital Group, Monk's Hill Ventures, Dynamic Parcel Distribution"
## [33] "Temasek, Guggenheim Investments, Qatar Investment Authority"unicorn_companies <- unicorn_companies %>%
mutate(
industry = if_else(
industry %in% c(
'Vision Plus Capital, GSR Ventures, ZhenFund',
'Vertex Ventures SE Asia, Global Founders Capital, Visa Ventures',
'Tiger Global Management, Tiger Brokers, DCM Ventures',
'Temasek, Guggenheim Investments, Qatar Investment Authority',
'SingTel Innov8, Alpha JWC Ventures, Golden Gate Ventures',
'Sequoia Capital, Thoma Bravo, Softbank',
'Sequoia Capital China, Shunwei Capital Partners, Qualgro',
'Sequoia Capital China, ING, Alibaba Entrepreneurs Fund',
'Mundi Ventures, Doqling Capital Partners, Activant Capital',
'Kuang-Chi',
'Jungle Ventures, Accel, Venture Highway',
'Hopu Investment Management, Boyu Capital, DC Thomson Ventures',
'B Capital Group, Monk\'s Hill Ventures, Dynamic Parcel Distribution',
'Andreessen Horowitz, DST Global, IDG Capital',
'500 Global, Rakuten Ventures, Golden Gate Ventures',
'Dragonfly Captial, Qiming Venture Partners, DST Global'
),
'Ventures and Funds',
industry
),
industry = recode(
industry,
'Finttech' = 'Fintech',
'Artificial intelligence' = 'Artificial Intelligence'
)
)## [1] "Artificial Intelligence" "Other"
## [3] "Fintech" "Internet software & services"
## [5] "Supply chain, logistics, & delivery" "Data management & analytics"
## [7] "Ventures and Funds" "E-commerce & direct-to-consumer"
## [9] "Edtech" "Hardware"
## [11] "Consumer & retail" "Health"
## [13] "Auto & transportation" "Travel"
## [15] "Cybersecurity" "Mobile & telecommunications"Cleaning investors column by replacing ‘None’
with ‘NA’
nrow(unicorn_companies[unicorn_companies$investors == 'None', ])## [1] 17unicorn_companies$investors <- gsub('None', NA, unicorn_companies$investors)Cleaning outliers in founded_year
column
## [1] "1919" "1973" "1979" "1984" "1990" "1991" "1992" "1993" "1994" "1995"
## [11] "1996" "1997" "1998" "1999" "2000" "2001" "2002" "2003" "2004" "2005"
## [21] "2006" "2007" "2008" "2009" "2010" "2011" "2012" "2013" "2014" "2015"
## [31] "2016" "2017" "2019" "2020" "2021" "None"unicorn_companies <-
unicorn_companies %>%
filter(founded_year >= 1990)## [1] "1990" "1991" "1992" "1993" "1994" "1995" "1996" "1997" "1998" "1999"
## [11] "2000" "2001" "2002" "2003" "2004" "2005" "2006" "2007" "2008" "2009"
## [21] "2010" "2011" "2012" "2013" "2014" "2015" "2016" "2017" "2019" "2020"
## [31] "2021" "None"Cleaning founded_year data type and replacing
‘None’ with ‘NA’
## [1] 43 # Replacing 'None' with 'NA'
unicorn_companies$founded_year <- gsub('None', NA, unicorn_companies$founded_year)
# Data type to date
unicorn_companies$founded_year <-
as.Date(
format(
paste0('01/01/', unicorn_companies$founded_year)),
'%m/%d/%Y')Cleaning total_raised column by removing
symbols and and replacing ‘None’ with ‘NA’
## [1] "$7.44B" "$6.874B" "$2.901B" "$3.472B" "$4.377B" "$571.26M"
## [7] "$1.83B" "$2.686B" "$3.497B" "$1.716B" # Extract the last character of the 'total_raised' col into a new col 'total_raised_ext'
unicorn_companies$total_raised_ext <-
substr(
unicorn_companies$total_raised,
nchar(unicorn_companies$total_raised),
nchar(unicorn_companies$total_raised))
# Remove unwanted char from the "total_raised" col
unicorn_companies$total_raised <-
gsub('\\$', '', unicorn_companies$total_raised)
unicorn_companies$total_raised <-
gsub('B', '', unicorn_companies$total_raised)
unicorn_companies$total_raised <-
gsub('M', '', unicorn_companies$total_raised)
unicorn_companies$total_raised <-
gsub('None', 'NA', unicorn_companies$total_raised)
unicorn_companies$total_raised <-
gsub('K', '', unicorn_companies$total_raised)
# Convert the 'total_raised' col to numeric data type
unicorn_companies$total_raised <-
as.numeric(unicorn_companies$total_raised)
# Multiply the 'total_raised' col by the factor in the 'total_raised_ext' col
for (i in 1:nrow(unicorn_companies)) {
if (unicorn_companies$total_raised_ext[i] == 'B') {
unicorn_companies$total_raised[i] <- unicorn_companies$total_raised[i] * 1000000000
} else if (unicorn_companies$total_raised_ext[i] == 'M') {
unicorn_companies$total_raised[i] <- unicorn_companies$total_raised[i] * 1000000
} else if (unicorn_companies$total_raised_ext[i] == 'K') {
unicorn_companies$total_raised[i] <- unicorn_companies$total_raised[i] * 1000
}
}
remove(i)
# Drop the 'total_raised_ext' col from the data frame
unicorn_companies$total_raised_ext <- NULL## [1] 7440000000 6874000000 2901000000 3472000000 4377000000 571260000
## [7] 1830000000 2686000000 3497000000 1716000000Checking financial_stage /
investors_count / deal_terms /
portfolio_exits for values == ‘None’
nrow(unicorn_companies[unicorn_companies$financial_stage == 'None', ])## [1] 982nrow(unicorn_companies[unicorn_companies$investors_count == 'None', ])## [1] 1nrow(unicorn_companies[unicorn_companies$deal_terms == 'None', ])## [1] 29nrow(unicorn_companies[unicorn_companies$portfolio_exits == 'None', ])## [1] 982Dropping financial_stage and
portfolio_exits for high number of missing
values
unicorn_companies$financial_stage <- NULL
unicorn_companies$portfolio_exits <- NULLReplacing investors_count and
deal_terms None values with NA
unicorn_companies$investors_count <- gsub('None', NA, unicorn_companies$investors_count)
unicorn_companies$deal_terms <- gsub('None', NA, unicorn_companies$deal_terms)Cleaning variables data types
## company valuation date_joined country city
## "character" "numeric" "Date" "character" "character"
## industry investors founded_year total_raised investors_count
## "character" "character" "Date" "numeric" "character"
## deal_terms
## "character"unicorn_companies$country <-
as.factor(unicorn_companies$country)
unicorn_companies$city <-
as.factor(unicorn_companies$city)
unicorn_companies$industry <-
as.factor(unicorn_companies$industry)
unicorn_companies$investors_count <-
as.integer(unicorn_companies$investors_count)
unicorn_companies$deal_terms <-
as.integer(unicorn_companies$deal_terms)## company valuation date_joined country city
## "character" "numeric" "Date" "factor" "factor"
## industry investors founded_year total_raised investors_count
## "factor" "character" "Date" "numeric" "integer"
## deal_terms
## "integer"Inspect the data after cleaning
kable(unicorn_companies, "html") %>%
kable_styling(full_width = FALSE,
bootstrap_options = c(
"striped", "hover", "condensed", "responsive"),
fixed_thead = TRUE, font_size = 10) %>%
scroll_box(height = "300px", width = "100%")| company | valuation | date_joined | country | city | industry | investors | founded_year | total_raised | investors_count | deal_terms |
|---|---|---|---|---|---|---|---|---|---|---|
| Bytedance | 140.00 | 2017-04-07 | China | Beijing | Artificial Intelligence | Sequoia Capital China, SIG Asia Investments, Sina Weibo, Softbank Group | 2012-01-01 | 7440000000 | 28 | 8 |
| SpaceX | 100.30 | 2012-12-01 | United States | Hawthorne | Other | Founders Fund, Draper Fisher Jurvetson, Rothenberg Ventures | 2002-01-01 | 6874000000 | 29 | 12 |
| Stripe | 95.00 | 2014-01-23 | United States | San Francisco | Fintech | Khosla Ventures, LowercaseCapital, capitalG | 2010-01-01 | 2901000000 | 39 | 12 |
| Klarna | 45.60 | 2011-12-12 | Sweden | Stockholm | Fintech | Institutional Venture Partners, Sequoia Capital, General Atlantic | 2005-01-01 | 3472000000 | 56 | 13 |
| Epic Games | 42.00 | 2018-10-26 | United States | Cary | Other | Tencent Holdings, KKR, Smash Ventures | 1991-01-01 | 4377000000 | 25 | 5 |
| Canva | 40.00 | 2018-01-08 | Australia | Surry Hills | Internet software & services | Sequoia Capital China, Blackbird Ventures, Matrix Partners | 2012-01-01 | 571260000 | 26 | 8 |
| Checkout.com | 40.00 | 2019-05-02 | United Kingdom | London | Fintech | Tiger Global Management, Insight Partners, DST Global | 2012-01-01 | 1830000000 | 15 | 4 |
| Instacart | 39.00 | 2014-12-30 | United States | San Francisco | Supply chain, logistics, & delivery | Khosla Ventures, Kleiner Perkins Caufield & Byers, Collaborative Fund | 2012-01-01 | 2686000000 | 29 | 12 |
| Databricks | 38.00 | 2019-02-05 | United States | San Francisco | Data management & analytics | Andreessen Horowitz, New Enterprise Associates, Battery Ventures | 2013-01-01 | 3497000000 | 29 | 8 |
| Revolut | 33.00 | 2018-04-26 | United Kingdom | London | Fintech | index Ventures, DST Global, Ribbit Capital | 2015-01-01 | 1716000000 | 31 | 6 |
| FTX | 32.00 | 2021-07-20 | Bahamas | Fintech | Ventures and Funds | NA | 2018-01-01 | 1829000000 | 40 | 3 |
| Fanatics | 27.00 | 2012-06-06 | United States | Jacksonville | E-commerce & direct-to-consumer | SoftBank Group, Andreessen Horowitz, Temasek Holdings | 1995-01-01 | 4190000000 | 21 | 10 |
| Chime | 25.00 | 2019-03-05 | United States | San Francisco | Fintech | Forerunner Ventures, Crosslink Capital, Homebrew | 2013-01-01 | 2599000000 | 24 | 9 |
| BYJU’s | 21.00 | 2017-07-25 | India | Bengaluru | Edtech | Tencent Holdings, Lightspeed India Partners, Sequoia Capital India | 2008-01-01 | 5183000000 | 45 | 19 |
| Xiaohongshu | 20.00 | 2016-03-31 | China | Shanghai | E-commerce & direct-to-consumer | GGV Capital, ZhenFund, Tencent | 2013-01-01 | 917500000 | 9 | 3 |
| J&T Express | 20.00 | 2021-04-07 | Indonesia | Jakarta | Supply chain, logistics, & delivery | Hillhouse Capital Management, Boyu Capital, Sequoia Capital China | 2015-01-01 | 4653000000 | 9 | 3 |
| Miro | 17.50 | 2022-01-05 | United States | San Francisco | Internet software & services | Accel, AltaIR Capital, Technology Crossover Ventures | 2011-01-01 | 475000000 | 18 | 1 |
| Yuanfudao | 15.50 | 2017-05-31 | China | Beijing | Edtech | Tencent Holdings, Warbug Pincus, IDG Capital | 2012-01-01 | 4044000000 | 18 | 7 |
| DJI Innovations | 15.00 | 2015-01-23 | China | Shenzhen | Hardware | Accel Partners, Sequoia Capital | 2006-01-01 | 1135000000 | 7 | 3 |
| SHEIN | 15.00 | 2018-07-03 | China | Shenzhen | E-commerce & direct-to-consumer | Tiger Global Management, Sequoia Capital China, Shunwei Capital Partners | 2008-01-01 | 553360000 | 8 | 3 |
| goPuff | 15.00 | 2020-10-08 | United States | Philadelphia | E-commerce & direct-to-consumer | Accel, Softbank Group, Anthos Capital | 2013-01-01 | 3397000000 | 16 | 4 |
| Yuanqi Senlin | 15.00 | 2020-03-01 | China | Beijing | Consumer & retail | Sequoia Capital China, Longfor Capitalm, Gaorong Capital | 2016-01-01 | 721310000 | 13 | 3 |
| Ripple | 15.00 | 2019-12-20 | United States | San Francisco | Fintech | IDG Capital, Venture51, Lightspeed Venture Partners | 2012-01-01 | 293900000 | 34 | 5 |
| Plaid | 13.40 | 2018-12-11 | United States | San Francisco | Fintech | New Enterprise Associates, Spar Capital, Index Ventures | 2012-01-01 | 734800000 | 24 | 5 |
| OpenSea | 13.30 | 2021-07-20 | United States | New York | E-commerce & direct-to-consumer | Andreessen Horowitz, Thirty Five Ventures, Sound Ventures | 2017-01-01 | 425120000 | 26 | 2 |
| Grammarly | 13.00 | 2019-10-10 | United States | San Francisco | Internet software & services | General Catalyst, Institutional Venture Partners, Breyer Capital | 2009-01-01 | 400000000 | 8 | 3 |
| Devoted Health | 12.60 | 2018-10-16 | United States | Waltham | Health | Andreessen Horowitz, F-Prime Capital, Venrock | 2017-01-01 | 1969000000 | 16 | 4 |
| Faire | 12.40 | 2019-10-30 | United States | San Francisco | Artificial Intelligence | Khosla Ventures, Forerunner Ventures, Sequoia Capital | 2017-01-01 | 1096000000 | 14 | 6 |
| Brex | 12.30 | 2018-10-05 | United States | San Francisco | Fintech | DST Global, Ribbit Capital, Greenoaks Capital Management | 2017-01-01 | 1490000000 | 28 | 7 |
| JUUL Labs | 12.00 | 2017-12-20 | United States | San Francisco | Consumer & retail | Tiger Global Management | 2015-01-01 | 1490000000 | 28 | 7 |
| Bitmain Technologies | 12.00 | 2018-07-06 | China | Beijing | Hardware | Coatue Management, Sequoia Capital China, IDG Capital | 2015-01-01 | 1490000000 | 28 | 7 |
| Biosplice Therapeutics | 12.00 | 2018-08-06 | United States | San Diego | Health | Vickers Venture Partners, IKEA GreenTech | 2008-01-01 | 561500000 | 10 | 1 |
| GoodLeap | 12.00 | 2021-10-13 | United States | Roseville | Internet software & services | New Enterprise Associates, BDT Capital Partners, Davidson Kempner Capital Management | 2003-01-01 | 1800000000 | 8 | 1 |
| Airtable | 11.70 | 2018-11-15 | United States | San Francisco | Internet software & services | Caffeinated Capital, CRV, Founder Collective | 2013-01-01 | 1353000000 | 41 | 6 |
| ZongMu Technology | 11.40 | 2021-06-03 | China | Shanghai | Auto & transportation | LTW Capital, Legend Capital, Qualcomm Ventures | 2013-01-01 | 210830000 | 19 | 2 |
| Global Switch | 11.10 | 2016-12-22 | United Kingdom | London | Hardware | Aviation Industry Corporation of China, Essence Financial, Jiangsu Sha Steel Group | 1998-01-01 | 6255000000 | 6 | 2 |
| Celonis | 11.00 | 2018-06-26 | Germany | Munich | Data management & analytics | Accel, 83North | 2011-01-01 | 1368000000 | 13 | 4 |
| Bolt | 11.00 | 2021-10-08 | United States | San Francisco | Fintech | Activant Capital, Tribe Capital, General Atlantic | 2014-01-01 | 963000000 | 37 | 3 |
| Weilong | 10.88 | 2021-05-08 | China | Luohe | Consumer & retail | Tencent Holdings, Hillhouse Capital Management, Yunfeng Capital | NA | 559740000 | 7 | 1 |
| Swiggy | 10.70 | 2018-06-21 | India | Bengaluru | Supply chain, logistics, & delivery | Accel India, SAIF Partners, Norwest Venture Partners | 2014-01-01 | 3571000000 | 36 | 12 |
| Alchemy | 10.20 | 2021-10-28 | United States | San Francisco | Fintech | DFJ Growth Fund, Coatue Management, Addition | 2017-01-01 | 545000000 | 27 | 3 |
| Lalamove | 10.00 | 2019-02-21 | Hong Kong | Cheung Sha Wan | Supply chain, logistics, & delivery | MindWorks Ventures, Shunwei Capital Partners, Xiang He Capital | 2013-01-01 | 2475000000 | 15 | 5 |
| Figma | 10.00 | 2020-04-30 | United States | San Francisco | Internet software & services | Index Ventures, Greylock Partners, Kleiner Perkins Caufield & Byers | 2012-01-01 | 333500000 | 20 | 6 |
| Gusto | 10.00 | 2015-12-18 | United States | San Francisco | Fintech | General Catalyst Partners, Google Ventures, Kleiner Perkins Caufield & Byers | 2011-01-01 | 691120000 | 70 | 9 |
| 10.00 | 2017-07-31 | United States | San Francisco | Internet software & services | Y Combinator, Sequoia Capital, Coatue Management | 2005-01-01 | 1326000000 | 33 | 5 | |
| Talkdesk | 10.00 | 2018-10-03 | United States | San Francisco | Internet software & services | DJF, Salesforce Ventures, Storm Ventures | 2011-01-01 | 504770000 | 19 | 6 |
| Notion Labs | 10.00 | 2020-04-01 | United States | San Francisco | Internet software & services | Index Ventures, Draft Ventures, Felicis Ventures | 2016-01-01 | 342000000 | 17 | 3 |
| Thrasio | 10.00 | 2020-07-15 | United States | Walpole | Other | Upper90, RiverPark Ventures, Advent International | 2018-01-01 | 3396000000 | 22 | 5 |
| Digital Currency Group | 10.00 | 2021-11-01 | United States | New York | Fintech | Ribbit Capital, capitalG, Softbank Group | 2018-01-01 | 3396000000 | 22 | 5 |
| OYO Rooms | 9.60 | 2018-09-25 | India | Gurugram | Travel | SoftBank Group, Sequoia Capital India,Lightspeed India Partners | 2012-01-01 | 3114000000 | 20 | 11 |
| OutSystems | 9.50 | 2018-06-05 | United States | Boston | Internet software & services | KKR, ES Ventures, North Bridge Growth Equity | 2001-01-01 | 572010000 | 13 | 3 |
| ServiceTitan | 9.50 | 2018-11-14 | United States | Glendale | Internet software & services | Bessemer Venture Partners, ICONIQ Capital, Battery Ventures | 2012-01-01 | 1099000000 | 16 | 6 |
| HEYTEA | 9.28 | 2019-07-01 | China | Shenzhen | Other | Sequoia Capital China, Tencent Investment, BA Capital | 2012-01-01 | 579230000 | 13 | 3 |
| N26 | 9.23 | 2019-01-10 | Germany | Berlin | Fintech | Redalpine Venture Partners, Earlybird Venture Capital, Valar Ventures | 2013-01-01 | 1722000000 | 21 | 7 |
| Klaviyo | 9.20 | 2020-11-17 | United States | Boston | Internet software & services | Summit Partners, Accel, Astral Capital | 2012-01-01 | 678500000 | 15 | 3 |
| Northvolt | 9.08 | 2019-06-12 | Sweden | Stockholm | Other | Vattenfall, Volkswagen Group, Goldman Sachs | 2016-01-01 | 6162000000 | 54 | 4 |
| Tanium | 9.00 | 2015-03-31 | United States | Kirkland | Cybersecurity | Andreessen Horowitz, Nor-Cal Invest, TPG Growth | 2007-01-01 | 1170000000 | 15 | 13 |
| Chehaoduo | 9.00 | 2016-03-12 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, GX Capital | 2015-01-01 | 4304000000 | 35 | 4 |
| Niantic | 9.00 | 2017-11-24 | United States | San Francisco | Mobile & telecommunications | Nintendo, Google, Pokemon Company International, Spark Capital | 2015-01-01 | 770000000 | 22 | 5 |
| Rapyd | 8.75 | 2019-12-03 | United Kingdom | London | Fintech | Target Global, General Catalyst, Durable Capital Partners | 2016-01-01 | 775000000 | 21 | 4 |
| Kavak | 8.70 | 2020-10-01 | Mexico | Lerma de Villada | E-commerce & direct-to-consumer | DST Global, SoftBank Group, Mountain Nazca | 2016-01-01 | 1188000000 | 16 | 4 |
| Snyk | 8.60 | 2020-01-21 | United States | Boston | Cybersecurity | BOLDstart Ventures, Google Ventures, Accel | 2015-01-01 | 1026000000 | 26 | 9 |
| Nuro | 8.60 | 2019-02-11 | United States | Mountain View | Auto & transportation | SoftBank Group, Greylock Partners, Gaorong Capital | 2016-01-01 | 2132000000 | 11 | 4 |
| Lacework | 8.30 | 2021-01-07 | United States | San Jose | Cybersecurity | Sutter Hill Ventures, Liberty Global Ventures, Coatue Management | 2015-01-01 | 1907000000 | 19 | 4 |
| Tipalti | 8.30 | 2020-10-06 | United States | San Mateo | Fintech | 01 Advisors, Zeev Ventures, Group 11 | 2010-01-01 | 556000000 | 10 | 5 |
| Tempus | 8.10 | 2018-03-21 | United States | Chicago | Health | New Enterprise Associates, T. Rowe Associates, Lightbank | 2015-01-01 | 1070000000 | 10 | 6 |
| Xingsheng Selected | 8.00 | 2020-07-22 | China | Changsha | E-commerce & direct-to-consumer | KKR, Tencent Holdings, Sequoia Capital China | 2009-01-01 | 5040000000 | 14 | 5 |
| Dream11 | 8.00 | 2019-04-09 | India | Mumbai | Internet software & services | Kaalari Capital, Tencent Holdings, Steadview Capital | 2007-01-01 | 1165000000 | 15 | 8 |
| Fireblocks | 8.00 | 2021-07-27 | United States | New York | Fintech | Tenaya Capital, Coatue Management, Stripes Group | 2018-01-01 | 1039000000 | 27 | 3 |
| Ramp | 8.00 | 2021-03-29 | United States | New York | Fintech | D1 Capital Partners, Stripe, Coatue Management | 2019-01-01 | 827000000 | 18 | 5 |
| Flexport | 8.00 | 2018-04-30 | United States | San Francisco | Supply chain, logistics, & delivery | Bloomberg Beta, Founders Fund, First Round Capital | 2013-01-01 | 2237000000 | 28 | 6 |
| Caris Life Sciences | 7.83 | 2021-05-17 | United States | Irving | Health | Sixth Street Partners, OrbiMed Advisors, Highland Capital Management | 1996-01-01 | 1314000000 | 17 | 3 |
| Hopin | 7.75 | 2020-11-10 | United Kingdom | London | Internet software & services | Accel, Northzone Ventures, Institutional Venture Partners | NA | 671900000 | 85 | 3 |
| Dapper Labs | 7.60 | 2021-03-30 | Canada | Vancouver | Fintech | Union Square Ventures, Venrock, Andreessen Horowitz | 2018-01-01 | 671900000 | 85 | 3 |
| Getir | 7.50 | 2021-03-26 | Turkey | Istanbul | E-commerce & direct-to-consumer | Tiger Global Management, Sequoia Capital, Revo Capital | 2015-01-01 | 1172000000 | 15 | 3 |
| Netskope | 7.50 | 2018-11-13 | United States | Santa Clara | Cybersecurity | Lightspeed Venture Partners, Social Capital, Accel | 2012-01-01 | 1040000000 | 13 | 8 |
| Razorpay | 7.50 | 2020-10-11 | India | Bengaluru | Fintech | Sequoia Capital India, Tiger Global Management, Matrix Partners India | 2013-01-01 | 741620000 | 24 | 6 |
| Ola Cabs | 7.50 | 2014-10-27 | India | Bengaluru | Auto & transportation | Accel Partners, SoftBank Group, Sequoia Capital | NA | NA | 8 | NA |
| Toss | 7.40 | 2018-12-09 | South Korea | Seoul | Fintech | Bessemer Venture Partners, Qualcomm Ventures, Kleiner Perkins Caufield & Byers | 2013-01-01 | 844200000 | 17 | 6 |
| Carta | 7.40 | 2019-05-06 | United States | San Francisco | Fintech | Menlo Ventures, Spark Capital, Union Square Ventures | 2012-01-01 | 1158000000 | 32 | 8 |
| Scale AI | 7.30 | 2019-08-05 | United States | San Francisco | Artificial Intelligence | Accel, Y Combinator, Index Ventures | 2018-01-01 | NA | 1 | NA |
| Argo AI | 7.25 | 2019-07-12 | United States | Pittsburgh | Artificial Intelligence | Volkswagen Group, Ford Autonomous Vehicles | NA | 500000000 | 2 | 1 |
| Gong | 7.25 | 2020-08-12 | United States | Palo Alto | Artificial Intelligence | Norwest Venture Partners, Next World Capital, Wing Venture Capital | 2015-01-01 | 583000000 | 13 | 4 |
| TripActions | 7.25 | 2018-11-08 | United States | Palo Alto | Travel | Andreessen Horowitz, Lightspeed Venture Partners, Zeev Ventures | 2015-01-01 | 1040000000 | 13 | 6 |
| Gemini | 7.10 | 2021-11-19 | United States | New York | Fintech | Morgan Creek Digital, Marcy Venture Partners, 10T Fund | 2015-01-01 | 400000000 | 15 | 1 |
| We Doctor | 7.00 | 2015-09-22 | China | Hangzhou | Health | Tencent, Morningside Group | 2010-01-01 | 1786000000 | 16 | 3 |
| Discord | 7.00 | 2018-04-20 | United States | San Francisco | Internet software & services | Benchmark, Greylock Partners, Tencent Holdings | 2012-01-01 | 979300000 | 28 | 10 |
| Ro | 7.00 | 2020-07-27 | United States | New York | Health | Initialized Capital, General Catalyst, SignalFire | 2017-01-01 | 1027000000 | 27 | 5 |
| Automation Anywhere | 6.80 | 2018-07-02 | United States | San Jose | Artificial Intelligence | General Atlantic, Goldman Sachs, New Enterprise Associates | 2003-01-01 | 840000000 | 8 | 3 |
| 1Password | 6.80 | 2021-07-08 | Canada | Toronto | Cybersecurity | Slack Fund, Accel, Skip Capital | 2005-01-01 | 920140000 | 30 | 2 |
| Ziroom | 6.60 | 2018-01-17 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, Warburg Pincus, General Catalyst | 2011-01-01 | 2121000000 | 12 | 3 |
| National Stock Exchange of India | 6.50 | 2020-07-01 | India | Mumbai | Fintech | TA Associates, SoftBank Group, GS Growth | 1992-01-01 | 149500000 | 7 | 1 |
| Mollie | 6.50 | 2020-09-08 | Netherlands | Amsterdam | Fintech | Technology Crossover Ventures | 2004-01-01 | 934320000 | 12 | 2 |
| Rippling | 6.50 | 2020-08-04 | United States | San Francisco | Internet software & services | Initialized Capital, Y Combinator, Kleiner Perkins Caufield & Byers | 2017-01-01 | 447120000 | 15 | 4 |
| DataRobot | 6.30 | 2019-07-29 | United States | Boston | Artificial Intelligence | New Enterprise Associates, Accomplice, IA Ventures | 2012-01-01 | 1089000000 | 36 | 7 |
| Personio | 6.30 | 2021-01-19 | Germany | Munich | Internet software & services | Global Founders Capital, Nortzone Ventures, Picus Capital | 2015-01-01 | 524830000 | 17 | 4 |
| Upgrade | 6.28 | 2018-02-12 | United States | San Francisco | Fintech | Union Square Ventures, Ribbit Capital, VY Capital | 2016-01-01 | 562500000 | 23 | 5 |
| Hinge Health | 6.20 | 2021-01-06 | United States | San Francisco | Health | Atomico, Insight Partners, Coatue Management | 2015-01-01 | 853850000 | 13 | 6 |
| Black Unicorn Factory | 6.10 | 2021-05-20 | United States | Los Angeles | Other | Barter Ventures | 2020-01-01 | 645000000 | 1 | 1 |
| Benchling | 6.10 | 2021-04-14 | United States | San Francisco | Internet software & services | Thrive Capital, Benchmark, MenloVentures | 2012-01-01 | 412000000 | 29 | 5 |
| Royole Corporation | 6.00 | 2015-08-18 | China | Shenzhen | Hardware | Warmsun Holding, IDG Capital Partners | 2012-01-01 | 1414000000 | 32 | 4 |
| Better.com | 6.00 | 2020-11-10 | United States | New York | Fintech | Pine Brook, American Express Ventures, Kleiner Perkins Caufield & Byers | 2018-01-01 | 1420000 | 2 | NA |
| Wiz | 6.00 | 2021-03-17 | Israel | Tel Aviv | Cybersecurity | Insight Partners, Sequoia Capital, Index Ventures | 2020-01-01 | 600000000 | 10 | 4 |
| iCapital Network | 6.00 | 2021-07-27 | United States | New York | Fintech | BlackRock, Blackstone, UBS | 2013-01-01 | 729220000 | 28 | 2 |
| Pine Labs | 6.00 | 2020-01-24 | India | Noida | Fintech | Sequoia Capital India, Temasek, PayPal Ventures | 1998-01-01 | 1077000000 | 25 | 6 |
| Attentive | 5.99 | 2020-09-23 | United States | Hoboken | Mobile & telecommunications | NextView Ventures, Eniac Ventures, Sequoia Capital | 2016-01-01 | 864520000 | 12 | 2 |
| Lyra Health | 5.85 | 2020-08-25 | United States | Burlingame | Health | Greylock Partners, Venrock, Providence Ventures | 2015-01-01 | 906130000 | 22 | 7 |
| Easyhome | 5.78 | 2018-02-12 | China | Beijing | Consumer & retail | Alibaba Group, Boyu Capital, Borui Capital | 1999-01-01 | 2085000000 | 12 | 1 |
| Lianjia | 5.77 | 2016-04-07 | China | Beijing | E-commerce & direct-to-consumer | Tencent, Baidu, Huasheng Capital | 2001-01-01 | 1701000000 | 15 | 2 |
| Vice Media | 5.70 | 2011-04-02 | United States | Brooklyn | Internet software & services | Technology Crossover Ventures, A&E Television Networks | 1994-01-01 | 1555000000 | 14 | 6 |
| Cityblock Health | 5.70 | 2020-12-10 | United States | Brooklyn | Health | Thrive Capital, Maverick Ventures, Redpoint Ventures | 2017-01-01 | 891300000 | 17 | 3 |
| Workato | 5.70 | 2021-01-12 | United States | Mountain View | Internet software & services | Battery Ventures, Storm Ventures, Redpoint Ventures | 2013-01-01 | 415000000 | 11 | 3 |
| Back Market | 5.70 | 2021-05-18 | France | Paris | E-commerce & direct-to-consumer | Aglae Ventures, Eurazeo, Daphni | 2014-01-01 | 1021000000 | 12 | 4 |
| RELEX Solutions | 5.70 | 2022-02-17 | Finland | Helsinki | Supply chain, logistics, & delivery | Blackstone, Technology Crossover Ventures, Summit Partners | 2005-01-01 | 792360000 | 4 | 1 |
| Postman | 5.60 | 2020-06-11 | United States | San Francisco | Internet software & services | Nexus Venture Partners, CRV, Insight Partners | 2014-01-01 | 433000000 | 8 | 3 |
| FiveTran | 5.60 | 2020-06-30 | United States | Oakland | Data management & analytics | Matrix Partners, Andreessen Horowitz, General Catalyst | 2012-01-01 | 728020000 | 8 | 3 |
| Deel | 5.50 | 2021-04-21 | United States | San Francisco | Fintech | Andreessen Horowitz, Spark Capital, Y Combinator | 2018-01-01 | 625150000 | 19 | 3 |
| Airwallex | 5.50 | 2019-03-25 | Australia | Melbourne | Fintech | DST Global, Sequoia Capital China, Tencent Holdings | 2015-01-01 | 802000000 | 23 | 8 |
| Mambu | 5.50 | 2021-01-06 | Netherlands | Amsterdam | Fintech | Runa Capital, Acton Capital Partners, Point Nine Capital | 2011-01-01 | 445510000 | 10 | 4 |
| Pony.ai | 5.30 | 2018-07-11 | United States | Fremont | Artificial Intelligence | Sequoia Capital China, IDG Capital, DCM Ventures | 2016-01-01 | 1093000000 | 25 | 7 |
| Trade Republic | 5.30 | 2021-05-20 | Germany | Berlin | Fintech | Founders Fund. Accel, Creandum | 2015-01-01 | 986880000 | 7 | 1 |
| Rappi | 5.25 | 2018-08-31 | Colombia | Bogota | Supply chain, logistics, & delivery | DST Global, Andreessen Horowitz, Sequoia Capital, Redpoint e.ventures | 2015-01-01 | 2248000000 | 35 | 5 |
| Collibra | 5.25 | 2019-01-29 | Belgium | Brussels | Data management & analytics | Index Ventures, Battery Ventures, ICONIQ Capital | 2008-01-01 | 595900000 | 13 | 6 |
| 6Sense | 5.20 | 2021-03-30 | United States | San Francisco | Artificial Intelligence | Venrock, Battery Ventures, Insight Partners | 2013-01-01 | 424000000 | 19 | 6 |
| Blockchain.com | 5.20 | 2021-02-17 | United Kingdom | London | Fintech | Lightspeed Venture Partners, Google Ventures, Lakestar | 2011-01-01 | 490500000 | 22 | 4 |
| OneTrust | 5.10 | 2019-07-11 | United States | Atlanta | Internet software & services | Insight Partners | 2016-01-01 | 937290000 | 5 | 3 |
| QuintoAndar | 5.10 | 2019-09-09 | Brazil | Campinas | E-commerce & direct-to-consumer | Kaszek Ventures, General Atlantic, SoftBank Group | 2012-01-01 | 755740000 | 16 | 6 |
| C6 Bank | 5.05 | 2020-12-02 | Brazil | Sao Paulo | Fintech | Credit Suisse | NA | 755740000 | 16 | 6 |
| United Imaging Healthcare | 5.00 | 2017-09-15 | China | Shanghai | Health | China Life Insurance, China Development Bank Capital, CITIC Securities International | 2011-01-01 | 500000000 | 6 | 1 |
| Hello TransTech | 5.00 | 2018-06-01 | China | Shanghai | Auto & transportation | Ant Financial Services Group, GGV Capital | 2016-01-01 | 2701000000 | 13 | 3 |
| Horizon Robotics | 5.00 | 2019-02-27 | China | Beijing | Artificial Intelligence | Hillhouse Capital Management, Linear Venture, Morningside Venture Capital | 2015-01-01 | 2200000000 | 56 | 2 |
| WM Motor | 5.00 | 2019-03-08 | China | Shanghai | Auto & transportation | Baidu Capital, Linear Venture, Tencent | 2015-01-01 | 5987000000 | 35 | 1 |
| Howden Group Holdings | 5.00 | 2020-09-29 | United Kingdom | London | Other | General Atlantic, 3i Group, Huagai Capital | 1994-01-01 | 187260000 | 4 | 3 |
| SambaNova Systems | 5.00 | 2021-04-13 | United States | Palo Alto | Data management & analytics | Walden International, Google Ventures, Intel Capital | 2017-01-01 | 1132000000 | 10 | 2 |
| ZEPZ | 5.00 | 2021-08-23 | United Kingdom | London | Fintech | Accel, Technology Crossover Ventures, LeapFrog Investments | 2010-01-01 | 692000000 | 9 | 6 |
| OakNorth Bank | 5.00 | 2017-10-12 | United Kingdom | London | Fintech | Clermont Group, Coltrane Asset Management, Toscafund Asset Management | 2015-01-01 | 990520000 | 10 | 6 |
| Moon Active | 5.00 | 2020-01-26 | Israel | Tel Aviv | Mobile & telecommunications | Insight Partners, Andalusian Capital Partners | 2015-01-01 | 990520000 | 10 | 6 |
| OfBusiness | 5.00 | 2021-07-31 | India | Gurgaon | E-commerce & direct-to-consumer | Matrix Partners India, Falcon Edge Capital, SoftBank Group | 2015-01-01 | 855550000 | 14 | 6 |
| Cockroach Labs | 5.00 | 2021-01-12 | United States | New York | Data management & analytics | Google Ventures, Benchmark, FirstMark Capital | 2015-01-01 | 632850000 | 17 | 5 |
| Qonto | 5.00 | 2022-01-11 | France | Paris | Fintech | Alven Capital, Valar Ventures, Tencent Holdings | 2016-01-01 | 703390000 | 17 | 3 |
| Ola Electric Mobility | 5.00 | 2019-07-02 | India | Bengaluru | Auto & transportation | SoftBank Group, Tiger Global Management, Matrix Partners India | 2019-01-01 | 822290000 | 20 | 3 |
| Icertis | 5.00 | 2019-07-17 | United States | Bellevue | Artificial Intelligence | Eight Roads Ventures, Greycroft, Ignition Partners | 2009-01-01 | 371500000 | 12 | 6 |
| Hopper | 5.00 | 2021-03-24 | Canada | Montreal | Travel | Capital One Growth Ventures, Citi Ventures, OMERS Ventures | 2007-01-01 | 614200000 | 18 | 6 |
| Meesho | 4.90 | 2021-04-05 | India | Bengaluru | Internet software & services | Venture Highway, Sequoia Capital India, Prosus Ventures | 2015-01-01 | 1061000000 | 26 | 5 |
| Cerebral | 4.80 | 2021-06-10 | United States | San Francisco | Health | Oak HC/FT Partners, Artis Ventures, WestCap Group | 2020-01-01 | NA | 1 | NA |
| Creditas | 4.80 | 2020-12-18 | Brazil | Sao Paulo | Fintech | Kaszek Ventures, Amadeus Capital Partners, Quona Capital | 2012-01-01 | 867440000 | 25 | 5 |
| Chipone | 4.73 | 2021-12-20 | China | Beijing | Hardware | China Grand Prosperity Investment, Silk Road Huacheng, Oriza Equity Investment | NA | 1024000000 | 30 | 1 |
| Pleo | 4.70 | 2021-07-06 | Denmark | Copenhagen | Fintech | Creandum, Founders, Kinnevik | 2015-01-01 | 428800000 | 16 | 4 |
| BetterUp | 4.70 | 2021-02-25 | United States | San Francisco | Internet software & services | Threshold Ventures, Lightspeed Venture Partners, Crosslink Capital | 2013-01-01 | 566900000 | 18 | 4 |
| Anduril | 4.60 | 2019-09-11 | United States | Irvine | Artificial Intelligence | Andreessen Horowitz, Founders Fund, Revolution Ventures | 2017-01-01 | 828500000 | 14 | 4 |
| Dataiku | 4.60 | 2019-12-04 | United States | New York | Internet software & services | Alven Capital, FirstMark Capital, capitalG | 2013-01-01 | 646600000 | 16 | 5 |
| Checkr | 4.60 | 2019-09-19 | United States | San Francisco | Internet software & services | Y Combinator, Accel, T. Rowe Price | 2014-01-01 | 559000000 | 24 | 5 |
| Color | 4.60 | 2021-01-04 | United States | Burlingame | Health | General Catalyst, Viking Global Investors, T. Rowe Price | 2013-01-01 | 496040000 | 25 | 5 |
| Meizu Technology | 4.58 | 2014-07-23 | China | Zhuhai | Hardware | Telling Telecommunication Holding Co., Alibaba Group | 2003-01-01 | 943100000 | 4 | 2 |
| UBTECH Robotics | 4.58 | 2016-07-25 | China | Shenzhen | Hardware | CDH Investments, Goldstone Investments, Qiming Venture Partners | 2012-01-01 | 645600000 | 22 | 7 |
| Vinted | 4.53 | 2019-11-27 | Lithuania | Vilnius | E-commerce & direct-to-consumer | Accel, Insight Partners, Burda Principal Investments | 2008-01-01 | 562230000 | 9 | 5 |
| VIPKid | 4.50 | 2016-08-04 | China | Beijing | Edtech | Sequoia Capital China, Tencent Holdings, Sinovation Ventures | 2013-01-01 | 975490000 | 12 | 3 |
| Socure | 4.50 | 2021-03-16 | United States | New York | Cybersecurity | Two Sigma Ventures, Flint Capital, Commerce Ventures | 2012-01-01 | 648250000 | 22 | 4 |
| Monzo | 4.50 | 2018-10-31 | United Kingdom | London | Fintech | Passion Capital, Thrive Capital, Orange Digital Ventures | 2000-01-01 | NA | 2 | NA |
| Outreach | 4.40 | 2019-04-16 | United States | Seattle | Internet software & services | Mayfield Fund, M12, Trinity Ventures | 2011-01-01 | 489780000 | 27 | 9 |
| WeRide | 4.40 | 2020-12-23 | China | Guangzhou | Auto & transportation | Atop Capital, IDInvest Partners, Qiming Venture Partners | 2017-01-01 | 789000000 | 30 | 6 |
| Arctic Wolf Networks | 4.30 | 2020-10-22 | United States | Eden Prairie | Cybersecurity | Lightspeed Venture Partners, Redpoint Ventures, Viking Global Investors | 2012-01-01 | 498250000 | 14 | 4 |
| Sorare | 4.30 | 2021-09-21 | France | Paris | E-commerce & direct-to-consumer | Benchmark, Accel, SoftBank Group | 2019-01-01 | 737080000 | 24 | 1 |
| Miaoshou Doctor | 4.25 | 2019-06-27 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, Qiming Venture Partners, Tencent Holdings | 2015-01-01 | 971140000 | 21 | 4 |
| Relativity Space | 4.20 | 2020-11-23 | United States | Inglewood | Other | Playground Global, Bond, Tribe Capital | 2016-01-01 | 1385000000 | 35 | 4 |
| Chainalysis | 4.20 | 2020-11-23 | United States | New York | Fintech | Addition, Benhcmark, Accel | 2014-01-01 | 366720000 | 25 | 4 |
| ThoughtSpot | 4.20 | 2018-05-08 | United States | Sunnyvale | Internet software & services | Lightspeed Venture Partners, Khosla Ventures, Geodesic Capital | 2012-01-01 | 673700000 | 20 | 7 |
| Globalization Partners | 4.20 | 2022-01-24 | United States | Boston | Internet software & services | Vista Equity Partners, Wincove, TDR Capital | 2012-01-01 | 353500000 | 5 | 1 |
| dbt Labs | 4.20 | 2021-06-30 | United States | Philadelphia | Data management & analytics | Andreessen Horowitz, Amplify Partners, Sequoia Capital | 2016-01-01 | 415900000 | 12 | 2 |
| SSENSE | 4.15 | 2021-06-08 | Canada | Montreal | E-commerce & direct-to-consumer | Sequoia Capital | NA | 415900000 | 12 | 2 |
| BitPanda | 4.11 | 2021-03-16 | Austria | Vienna | Fintech | Speedinvest, Valar Ventures, Uniqa Ventures | 2014-01-01 | 497430000 | 12 | 2 |
| Dataminr | 4.10 | 2018-06-04 | United States | New York | Artificial Intelligence | Venrock, Institutional Venture Partners, Goldman Sachs | 2009-01-01 | 1044000000 | 35 | 6 |
| Weee! | 4.10 | 2021-03-16 | United States | Fremont | Supply chain, logistics, & delivery | Goodwater Capital, iFly, XVC Venture Capital | 2015-01-01 | 836300000 | 14 | 3 |
| CRED | 4.01 | 2021-04-06 | India | Bengaluru | Fintech | Tiger Global Management, DST Global, Sequoia Capital India | NA | 613600000 | 18 | 5 |
| Houzz | 4.00 | 2014-09-30 | United States | Palo Alto | E-commerce & direct-to-consumer | New Enterprise Associates, Sequoia Capital, Comcast Ventures | 2008-01-01 | 613600000 | 18 | 5 |
| Yello Mobile | 4.00 | 2014-11-11 | South Korea | Seoul | Mobile & telecommunications | Formation 8 | 2012-01-01 | 216070000 | 8 | 6 |
| MEGVII | 4.00 | 2017-10-31 | China | Beijing | Artificial Intelligence | Ant Financial Services Group, Russia-China Investment Fund, Foxconn Technology Company | 2011-01-01 | 1358000000 | 18 | 6 |
| Greensill | 4.00 | 2018-07-16 | United Kingdom | London | Fintech | SoftBank Group, General Atlantic | 2011-01-01 | 1705000000 | 2 | 2 |
| Impossible Foods | 4.00 | 2019-05-13 | United States | Redwood City | Consumer & retail | Khosla Ventures, Horizons Ventures, Temasek Holdings | 2011-01-01 | 2006000000 | 38 | 7 |
| Radiology Partners | 4.00 | 2019-07-19 | United States | El Segundo | Health | New Enterprise Associates, Starr Investment Holdings | 2012-01-01 | 1347000000 | 4 | 1 |
| Next Insurance | 4.00 | 2019-10-07 | United States | Palo Alto | Fintech | Zeev Ventures, Ribbit Capital, TLV Partners | 2016-01-01 | 881000000 | 17 | 6 |
| Patreon | 4.00 | 2020-09-02 | United States | San Francisco | Internet software & services | Index Ventures, Thrive Capital, CRV | 2013-01-01 | 412100000 | 28 | 7 |
| PointClickCare | 4.00 | 2021-01-07 | Canada | Mississauga | Internet software & services | Dragoneer Investment Group, Hellman & Friedman, JMI Equity | 2000-01-01 | 86880000 | 3 | 1 |
| Zapier | 4.00 | 2021-01-14 | United States | Sunnyvale | Internet software & services | Sequoia Capital, Bessemer Venture Partners, Threshold Ventures | NA | 2580000 | 6 | 1 |
| Clubhouse | 4.00 | 2021-01-24 | United States | San Francisco | Mobile & telecommunications | Andreessen Horowitz, TQ Ventures | NA | 2580000 | 6 | 1 |
| BrowserStack | 4.00 | 2021-06-16 | Ireland | Dublin | Internet software & services | Accel, Insight Partners, Bond Capital | 2011-01-01 | 250000000 | 3 | 2 |
| Olive | 4.00 | 2020-12-01 | United States | Columbus | Internet software & services | Drive Capital, General Catalyst, Ascension Ventures | 2012-01-01 | 858800000 | 16 | 4 |
| Rubrik | 4.00 | 2017-04-28 | United States | Palo Alto | Data management & analytics | Greylock Partners, Lightspeed Venture Partners, Khosla Ventures | 2014-01-01 | 553000000 | 10 | 6 |
| Melio | 4.00 | 2021-01-25 | United States | New York | Fintech | Accel, Aleph, American Express Ventures | 2018-01-01 | 504000000 | 13 | 2 |
| Vuori | 4.00 | 2021-10-13 | United States | Carlsbad | E-commerce & direct-to-consumer | SoftBank Group, Norwest Venture Partners | 2015-01-01 | 802000000 | 23 | 8 |
| ClickUp | 4.00 | 2020-12-15 | United States | San Diego | Internet software & services | Georgian Partners, Craft Ventures | 2017-01-01 | 535000000 | 6 | 2 |
| Cerebras Systems | 4.00 | 2018-11-14 | United States | Los Altos | Hardware | Benchmark, Foundation Capital, Sequoia Capital | 2016-01-01 | 718000000 | 14 | 3 |
| Farmers Business Network | 4.00 | 2020-08-03 | United States | San Carlos | Other | Blackrock, Kleiner Perkins Caulfield & Byers, Google Ventures | 2014-01-01 | 739600000 | 21 | 5 |
| Branch | 4.00 | 2018-09-10 | United States | Redwood City | Mobile & telecommunications | New Enterprise Associates, Pear, Cowboy Ventures | 2014-01-01 | 542000000 | 15 | 5 |
| Aurora Solar | 4.00 | 2021-05-24 | United States | San Francisco | Internet software & services | Fifth Wall Ventures, Energize Ventures, ICONIQ Capital | 2013-01-01 | 520400000 | 9 | 2 |
| Hozon Auto | 3.95 | 2021-10-25 | China | Shanghai | Auto & transportation | HD Capital, Qihoo 360 Technology, China Fortune Land Development | 2014-01-01 | 3146000000 | 13 | 2 |
| Medlinker | 3.92 | 2018-07-31 | China | Chengdu | Health | China Health Industry Investment Fund, China Renaissance, and Sequoia Capital China | 2014-01-01 | 764740000 | 10 | 6 |
| Intarcia Therapeutics | 3.80 | 2014-04-01 | United States | Boston | Health | New Enterprise Associates, New Leaf Venture Partners, Charter Venture Capital | 1995-01-01 | 1487000000 | 38 | 14 |
| StockX | 3.80 | 2019-06-26 | United States | Detroit | E-commerce & direct-to-consumer | Google Ventures, Battery Ventures, DST Global | 2016-01-01 | 520000000 | 30 | 4 |
| MessageBird | 3.80 | 2020-10-08 | Netherlands | Amsterdam | Mobile & telecommunications | Y Combinator, Atomico, Accel | 2011-01-01 | 1100000000 | 15 | 3 |
| Guild Education | 3.75 | 2019-11-13 | United States | Denver | Internet software & services | General Atlantic, Blackstone, ICONIQ Growth | 2015-01-01 | 376500000 | 25 | 5 |
| Articulate | 3.75 | 2021-07-01 | United States | New York | Edtech | Blackstone, ICONIQ Growth, General Atlantic | 2015-01-01 | 376500000 | 25 | 5 |
| FalconX | 3.75 | 2021-08-10 | United States | San Mateo | Fintech | Tiger Global Management, American Express Ventures, B Capital Group | 2018-01-01 | 277000000 | 15 | 2 |
| Dutchie | 3.75 | 2021-03-16 | United States | Bend | E-commerce & direct-to-consumer | Casa Verde Capital, Gron Ventures, Thrity Five Ventures | 2017-01-01 | 603000000 | 14 | 2 |
| Cohesity | 3.70 | 2018-06-11 | United States | San Jose | Data management & analytics | SoftBank Group, Sequoia Capital, Wing Venture Capital | 2013-01-01 | 660000000 | 22 | 6 |
| VAST Data | 3.70 | 2020-04-16 | United States | New York | Data management & analytics | Norwest Venture Partners, Goldman Sachs, Dell Technologies Capital | 2016-01-01 | 263000000 | 11 | 2 |
| GOAT | 3.70 | 2020-09-23 | United States | Culver City | E-commerce & direct-to-consumer | Upfront Ventures, Webb Investment Network, D1 Capital Partners | 2015-01-01 | 491620000 | 28 | 6 |
| Noom | 3.70 | 2021-05-24 | United States | New York | Health | Qualcomm Ventures, Samsung Ventures, Silver Lake | 2006-01-01 | 627800000 | 28 | 3 |
| Redwood Materials | 3.70 | 2021-07-28 | United States | Carson City | Other | Breakthrough Energy Ventures, Capricorn Investment Group, Valor Equity Partners | 2017-01-01 | 792000000 | 12 | 1 |
| Papaya Global | 3.70 | 2021-03-04 | United States | New York | Internet software & services | Bessemer Venture Partners, Insight Partners, New Era Ventures | 2016-01-01 | 438000000 | 16 | 2 |
| ShareChat | 3.70 | 2021-04-08 | India | Bengaluru | Internet software & services | India Quotient, Elevation Capital, Lightspeed Venture Partners | 2015-01-01 | 1277000000 | 22 | 7 |
| Relativity | 3.60 | 2021-03-18 | United States | Chicago | Internet software & services | Silver Lake, ICONIQ Capital | 2001-01-01 | 125000000 | 2 | 1 |
| Whoop | 3.60 | 2020-10-28 | United States | Boston | E-commerce & direct-to-consumer | NextView Ventures, Promus Ventures, Two Sigma Ventures | 2012-01-01 | 404380000 | 36 | 6 |
| Applied Intuition | 3.60 | 2020-10-22 | United States | Sunnyvale | Data management & analytics | Andreessen Horowitz, Lux Capital, General Catalyst | 2017-01-01 | 340000000 | 21 | 2 |
| Course Hero | 3.60 | 2020-02-12 | United States | Redwood City | Edtech | NewView Capital, Maveron, Ridge Ventures | 2006-01-01 | 475680000 | 17 | 4 |
| Indigo Ag | 3.50 | 2017-09-26 | United States | Boston | Artificial Intelligence | Activant Capital Group, Alaska Permanent Fund, Baillie Gifford & Co. | 2014-01-01 | 1177000000 | 10 | 5 |
| HyalRoute | 3.50 | 2020-05-26 | Singapore | Mobile & telecommunications | Ventures and Funds | NA | 2015-01-01 | 263120000 | 1 | 1 |
| Rec Room | 3.50 | 2021-03-23 | United States | Seattle | Internet software & services | First Round Capital, Sequoia Capital, Index Ventures | 2016-01-01 | 294820000 | 13 | 3 |
| Digit Insurance | 3.50 | 2021-01-15 | India | Bengaluru | Fintech | Fairfax Financial Holdings, A91 Partners, TVS Capital | 2016-01-01 | 424160000 | 15 | 5 |
| Commure | 3.50 | 2021-09-13 | United States | San Francisco | Internet software & services | General Catalyst, HCA Healthcare | 2017-01-01 | 743890000 | 2 | 2 |
| Mirakl | 3.50 | 2020-09-22 | France | Paris | E-commerce & direct-to-consumer | Elaia Partners, 83North, Felix Capital | 2011-01-01 | 948000000 | 6 | 4 |
| Coalition | 3.50 | 2021-03-16 | United States | San Francisco | Cybersecurity | Two Sigma Ventures, Flint Capital, Commerce Ventures | 2017-01-01 | 520000000 | 14 | 4 |
| Tekion | 3.50 | 2020-10-21 | United States | San Ramon | Internet software & services | Airbus Ventures, Index Ventures, Advent International | 2016-01-01 | 400000000 | 14 | 2 |
| Celsius Network | 3.50 | 2021-10-12 | United States | Hoboken | Fintech | WestCap Group, Caisse de depot et placement du Quebec | 2017-01-01 | 778800000 | 4 | 3 |
| GoStudent | 3.50 | 2021-06-22 | Austria | Vienna | Edtech | DN Capital, Left Lane Capital, Coatue Management | 2017-01-01 | 684790000 | 13 | 3 |
| Highspot | 3.50 | 2021-02-22 | United States | Seattle | Internet software & services | Madrona Venture Group, Shasta Ventures, Salesforce Ventures | 2013-01-01 | 652850000 | 13 | 5 |
| Handshake | 3.50 | 2021-05-12 | United States | San Francisco | Internet software & services | Kleiner Perkins Caufield & Byers, Lightspeed Venture Partners, True Ventures | 2014-01-01 | 430500000 | 16 | 6 |
| ChargeBee Technologies | 3.50 | 2021-04-20 | United States | Walnut | Fintech | Insight Partners, Tiger Global Management, Accel | 2011-01-01 | 468650000 | 6 | 4 |
| Flock Safety | 3.50 | 2021-07-13 | United States | Atlanta | Hardware | Matrix Partners, Initialized Capital, Tiger Global Management | 2017-01-01 | 382140000 | 15 | 2 |
| Unacademy | 3.44 | 2020-09-02 | India | Bengaluru | Edtech | Blume Ventures, Nexus Venture Partners, Sequoia Capital India | 2015-01-01 | 875730000 | 34 | 9 |
| MoonPay | 3.40 | 2021-11-22 | United States | Miami | Fintech | New Enterprise Associates, Coatue Management, Tiger Global Management | 2019-01-01 | 555000000 | 6 | 1 |
| Upstox | 3.40 | 2021-11-29 | India | Mumbai | Fintech | Tiger Global Management, Kalaari Capital | 2010-01-01 | 54000000 | 4 | 2 |
| Youxia Motors | 3.35 | 2018-04-02 | China | Shanghai | Auto & transportation | China Environmental Protection Industry, China Fortune Ocean | 2014-01-01 | 1326000000 | 7 | 2 |
| OwnBackup | 3.35 | 2021-01-28 | United States | Englewood Cliffs | Data management & analytics | Insight Partners, Salesforce Ventures, Vertex Ventures | 2015-01-01 | 507250000 | 12 | 4 |
| Starburst | 3.35 | 2021-01-06 | United States | Boston | Data management & analytics | Index Ventures, Coatue Management, Andreessen Horowitz | 1999-01-01 | NA | 1 | NA |
| Cloudwalk | 3.32 | 2018-10-08 | China | Guangzhou | Artificial Intelligence | Oriza Holdings, Guangdong Technology Financial Group | 2015-01-01 | 778820000 | 38 | 1 |
| ECARX | 3.31 | 2020-10-26 | China | Wuhan | Auto & transportation | Geely, SIG Asia Investments, China State Capital Venture Capital Fund | 2016-01-01 | 443670000 | 6 | 3 |
| Sila Nanotechnologies | 3.30 | 2019-04-16 | United States | Alameda | Other | Bessemer Venture Partners, Sutter Hill Ventures, Matrix Partners | 2011-01-01 | 930830000 | 15 | 2 |
| Scopely | 3.30 | 2019-10-29 | United States | Culver City | Mobile & telecommunications | Greycroft, Sands Capital, Revolution Growth | 2011-01-01 | 998500000 | 53 | 7 |
| Komodo Health | 3.30 | 2020-05-22 | United States | San Francisco | Health | Andreessen Horowitz, IA Ventures, Felicis Ventures | 2014-01-01 | 315000000 | 10 | 1 |
| Kurly | 3.30 | 2021-07-09 | South Korea | Seoul | Supply chain, logistics, & delivery | Sequoia Capital China, DST Global, DST Global | 2014-01-01 | 769860000 | 20 | 6 |
| Cars24 | 3.30 | 2020-11-24 | India | Gurgaon | E-commerce & direct-to-consumer | Moore Strategic Ventures, DST Global, Sequoia Capital India | 2015-01-01 | 1296000000 | 30 | 5 |
| Via | 3.30 | 2020-03-30 | United States | New York | Auto & transportation | 83North, RiverPark Ventures, Pitango Venture Capital | 2012-01-01 | 697060000 | 23 | 6 |
| BlockDaemon | 3.25 | 2021-09-21 | United States | Los Angeles | Fintech | BOLDstart Ventures, Lerer Hippeau, Kenetic Capital | 2016-01-01 | 401540000 | 34 | 2 |
| Dadi Cinema | 3.24 | 2016-05-11 | China | Shenzhen | Other | Alibaba Pictures Group | 2006-01-01 | 154000000 | 1 | 1 |
| Thumbtack | 3.20 | 2015-09-29 | United States | San Francisco | E-commerce & direct-to-consumer | Tiger Global, Sequoia Capital, Google Capital | 2008-01-01 | 698850000 | 26 | 9 |
| Cedar | 3.20 | 2021-03-09 | United States | New York | Fintech | Thrive Capital, Founders Fund, Cocnord Health Partners | 2016-01-01 | 350810000 | 16 | 3 |
| Eruditus Executive Education | 3.20 | 2021-08-12 | India | Mumbai | Edtech | Sequoia Capital India, Softbank, Bertelsmann India Investments | 2010-01-01 | 593460000 | 13 | 5 |
| Blockstream | 3.20 | 2021-08-24 | Canada | Vancouver | Fintech | AME Cloud Ventures, Future Perfect Ventures, Blockchain Capital | 2014-01-01 | 311000000 | 23 | 4 |
| ConsenSys | 3.20 | 2021-11-17 | United States | New York | Fintech | Third Point, Electric Capital, Coinbase Ventures | 2014-01-01 | 282500000 | 24 | 1 |
| Innovaccer | 3.20 | 2021-02-19 | United States | San Francisco | Health | M12, WestBridge Capital, Lightspeed Venture Partners | 2014-01-01 | 375680000 | 27 | 4 |
| Ironclad | 3.20 | 2022-01-18 | United States | Sacramento | Internet software & services | Accel, Sequoia Capital, Y Combinator | 2014-01-01 | 331120000 | 10 | 3 |
| Skims | 3.20 | 2021-04-09 | United States | Los Angeles | E-commerce & direct-to-consumer | Thrive Capital, Alliance Consumer Growth, Imaginary Ventures | 2019-01-01 | 394000000 | 5 | 2 |
| PsiQuantum | 3.15 | 2021-07-27 | United States | Palo Alto | Hardware | Playground Global, M12, BlackRock | 2016-01-01 | 728500000 | 10 | 1 |
| SpotOn | 3.15 | 2021-05-26 | United States | San Francisco | Fintech | Dragoneer Investment Group, DST Global, Franklin Templeton | 2017-01-01 | 600000000 | 13 | 3 |
| Udaan | 3.10 | 2018-09-04 | India | Bengaluru | Supply chain, logistics, & delivery | DST Global, Lightspeed Venture Partners, Microsoft ScaleUp | 2016-01-01 | 1447000000 | 21 | 5 |
| HighRadius | 3.10 | 2020-01-07 | United States | Houston | Fintech | Susquehanna Growth Equity, Citi Ventures, ICONIQ Capital | 2006-01-01 | 475000000 | 11 | 2 |
| Nuvemshop | 3.10 | 2021-08-17 | Brazil | Sao Paulo | E-commerce & direct-to-consumer | Kaszek Ventures, Qualcomm Ventures, Accel | 2011-01-01 | 628300000 | 24 | 2 |
| DailyHunt | 3.10 | 2020-12-22 | India | Bengaluru | Internet software & services | Falcon Edge Capital, Omidyar Network, Sequoia Capital India | 2007-01-01 | 868670000 | 24 | 7 |
| Gorillas | 3.10 | 2021-03-25 | Germany | Berlin | E-commerce & direct-to-consumer | Coatue Management, Atlantic Food Labs, DST Global | 2020-01-01 | 1335000000 | 14 | 2 |
| Yixia | 3.00 | 2015-11-24 | China | Beijing | Mobile & telecommunications | Sequoia Capital China, Sina Weibo, Kleiner Perkins Caufield & Byers, Redpoint Ventures | 2011-01-01 | 775000000 | 10 | 2 |
| Traveloka | 3.00 | 2017-01-01 | Indonesia | Jakarta | Travel | Global Founders Capital, East Ventures, Expedia Inc. | 2012-01-01 | 1170000000 | 8 | 3 |
| SouChe Holdings | 3.00 | 2017-11-01 | China | Hangzhou | E-commerce & direct-to-consumer | Morningside Ventures, Warburg Pincus, CreditEase Fintech Investment Fund | 2012-01-01 | 1282000000 | 22 | 2 |
| BGL Group | 3.00 | 2017-11-24 | United Kingdom | Peterborough | Fintech | CPP Investment Board | 1992-01-01 | 900000000 | 1 | 1 |
| Circle | 3.00 | 2018-05-15 | United States | Boston | Fintech | General Catalyst, Digital Currency Group, Accel | 2013-01-01 | 712500000 | 34 | 6 |
| Zuoyebang | 3.00 | 2018-07-18 | China | Beijing | Edtech | Sequoia Capital China, Xiang He Capital, GGV Capital | 2014-01-01 | 3435000000 | 17 | 2 |
| Delhivery | 3.00 | 2019-02-27 | India | Gurgaon | Supply chain, logistics, & delivery | Times Internet, Nexus Venture Partners, SoftBank Group | 2011-01-01 | 1361000000 | 16 | 5 |
| FlixMobility | 3.00 | 2019-07-18 | Germany | Munich | Auto & transportation | Holtzbrinck Ventures, Unternehmertum Venture Capital, General Atlantic | 2013-01-01 | 1211000000 | 16 | 3 |
| Wildlife Studios | 3.00 | 2019-12-05 | Brazil | Sao Paulo | Other | Benchmark, Bessemer Venture Partners | 2011-01-01 | 180000000 | 9 | 2 |
| ApplyBoard | 3.00 | 2020-05-05 | Canada | Kitchener | Edtech | Artiman Ventures, Plug and Play Ventures, Anthos Capital | 2015-01-01 | 479910000 | 19 | 3 |
| Forter | 3.00 | 2020-11-19 | United States | New York | Cybersecurity | Sequoia Capital Israel, Scale Venture Partners, Commerce Ventures | 2013-01-01 | 525000000 | 17 | 4 |
| Calendly | 3.00 | 2021-01-26 | United States | Atlanta | Internet software & services | ICONIQ Capital, OpenView Venture Partners | 2013-01-01 | 350550000 | 4 | 1 |
| BlockFi | 3.00 | 2021-03-11 | United States | Jersey City | Fintech | ConsenSys Ventures, Valar Ventures, PUC | 2017-01-01 | 512750000 | 44 | 3 |
| ActiveCampaign | 3.00 | 2021-04-21 | United States | Chicago | Internet software & services | Silversmith Capital Partners, Susquehanna Growth Equity, Tiger Global Management | 2003-01-01 | 360000000 | 4 | 1 |
| CMR Surgical | 3.00 | 2019-09-17 | United Kingdom | Cambridge | Health | Cambridge Innovation Capital, LGT Capital Partners, Escala Capital | 2014-01-01 | 986300000 | 14 | 4 |
| Lucid Software | 3.00 | 2021-06-29 | United States | South Jordan | Internet software & services | Spectrum Equity, ICONIQ Capital, Grayhawk Capital | 2010-01-01 | 166000000 | 14 | 4 |
| Age of Learning | 3.00 | 2016-05-03 | United States | Glendale | Edtech | Iconiq Capital | 2007-01-01 | 481500000 | 4 | 2 |
| Carbon Health | 3.00 | 2021-07-21 | United States | San Francisco | Health | Brookfield Asset Management, Blackstone, Data Collective | 2015-01-01 | 523180000 | 36 | 2 |
| Contentful | 3.00 | 2021-07-28 | Germany | Berlin | Internet software & services | Balderton Capital, General Catalyst, Tiger Global Management | 2013-01-01 | 331000000 | 13 | 3 |
| LaunchDarkly | 3.00 | 2021-07-28 | United States | Oakland | Internet software & services | Uncork Capital, Threshold Ventures, Bloomberg Beta | 2014-01-01 | 330340000 | 13 | 4 |
| Seismic | 3.00 | 2018-12-18 | United States | San Diego | Internet software & services | Jackson Square Ventures, General Atlantic, Lightspeed Venture Partners | 2010-01-01 | 426500000 | 8 | 6 |
| Grafana Labs | 3.00 | 2021-08-24 | United States | New York | Internet software & services | Lightspeed Venture Partners, Lead Edge Capital, Coatue Management | 2014-01-01 | 330230000 | 5 | 1 |
| Sky Mavis | 3.00 | 2021-10-04 | Vietnam | Ho Chi Minh City | Internet software & services | Fabric Ventures, 500 Global, Standard Crypto | 2019-01-01 | 161000000 | 18 | 1 |
| Outschool | 3.00 | 2021-04-14 | United States | San Francisco | Edtech | Uniion Square Ventures, Tiger Global Management, Lightspeed Venture Capital | 2015-01-01 | 240020000 | 13 | 2 |
| TradingView | 3.00 | 2021-10-14 | United States | Westerville | Fintech | Tiger Global Management, Insight Partners, Jump Capital | 2011-01-01 | 339370000 | 10 | 4 |
| Groww | 3.00 | 2021-04-07 | India | Bengaluru | Fintech | Tiger Global Management, Sequoia Capital India, Ribbit Capital | 2017-01-01 | 399890000 | 17 | 3 |
| Podium | 3.00 | 2020-04-07 | United States | Lehi | Internet software & services | Accel, Summit Partners, Google Ventures | 2014-01-01 | 422220000 | 12 | 4 |
| Anchorage Digital | 3.00 | 2021-12-15 | United States | San Francisco | Fintech | Andreessen Horowitz, Blockchain Capital, Lux Capital | 2017-01-01 | 487000000 | 28 | 1 |
| Inxeption | 3.00 | 2022-01-13 | United States | San Francisco | Fintech | Coatue Management, BMO Capital, Schonfeld Strategic Advisors | 2017-01-01 | 486500000 | 5 | 1 |
| Lattice | 3.00 | 2021-03-23 | United States | San Francisco | Internet software & services | Khosla Ventures, Thrive Capital, Y Combinator | 2015-01-01 | 329320000 | 17 | 6 |
| Flutterwave | 3.00 | 2021-03-09 | United States | San Francisco | Fintech | Green Visor Capital, CRE Venture Capital, Greycroft | 2016-01-01 | 474710000 | 41 | 5 |
| Amber Group | 3.00 | 2021-06-21 | Hong Kong | Fintech | Ventures and Funds | NA | 2015-01-01 | 328000000 | 18 | 3 |
| KK Group | 3.00 | 2019-10-23 | China | Dongguan | E-commerce & direct-to-consumer | Matrix Partners China, Bright Venture Capita, Shenzhen Capital Group | 2014-01-01 | 614440000 | 15 | 2 |
| Kraken | 2.92 | 2019-06-25 | United States | San Francisco | Fintech | Bnk To The Future, Trammell Ventures, SBI Investment | 2011-01-01 | 18570000 | 11 | 1 |
| OpenAI | 2.92 | 2019-07-22 | United States | San Francisco | Artificial Intelligence | Khosla Ventures | 2015-01-01 | 1250000000 | 6 | NA |
| Ovo | 2.90 | 2019-03-14 | Indonesia | Jakarta | Fintech | Grab, Tokopedia, Tokyo Century Corporation | 2017-01-01 | 116000000 | 3 | 1 |
| Workrise | 2.90 | 2019-09-30 | United States | Austin | Internet software & services | Founders Fund, Quantum Energy Partners, Bedrock Capital | 2014-01-01 | 752500000 | 16 | 5 |
| Loft | 2.90 | 2020-01-03 | Brazil | Sao Paulo | E-commerce & direct-to-consumer | Monashees+, Andreessen Horowitz, QED Investors | 2018-01-01 | 788000000 | 34 | 4 |
| BharatPe | 2.85 | 2021-07-30 | India | New Delhi | Fintech | Insight Partners, Sequoia Capital India, BEENEXT | 2018-01-01 | 702250000 | 22 | 4 |
| DriveWealth | 2.85 | 2021-08-20 | United States | Chatham | Fintech | Point72 Ventures, Route 66 Ventures, Accel | 2012-01-01 | 537710000 | 13 | 3 |
| Flink | 2.85 | 2021-12-01 | Germany | Berlin | E-commerce & direct-to-consumer | Mubadala Capital, Bond, Prosus Ventures | 2021-01-01 | 1042000000 | 10 | 1 |
| Meicai | 2.80 | 2016-06-22 | China | Beijing | Mobile & telecommunications | Tiger Global Management, Blue Lake Capital, ZhenFund | 2014-01-01 | 651600000 | 9 | 1 |
| ContentSquare | 2.80 | 2021-05-25 | France | Paris | Internet software & services | Highland Europe, Eurazeo, Canaan Partners | 2012-01-01 | 812000000 | 11 | 3 |
| Zipline | 2.80 | 2019-05-20 | United States | South San Francisco | Supply chain, logistics, & delivery | Sequoia Capital, Baillie Gifford & Co., Google Ventures | 2014-01-01 | 487160000 | 37 | 4 |
| Graphcore | 2.77 | 2018-12-18 | United Kingdom | Bristol | Artificial Intelligence | Dell Technologies Capital, Pitango Venture Capital, Amadeus Capital Partners | 2016-01-01 | 682000000 | 29 | 5 |
| Illumio | 2.75 | 2015-04-14 | United States | Sunnyvale | Cybersecurity | Data Collective, Formation 8, General Catalyst Partners | 2013-01-01 | 557150000 | 18 | 5 |
| Convoy | 2.75 | 2018-09-21 | United States | Seattle | Supply chain, logistics, & delivery | Greylock Partners, capitalG, Y Combinator | 2015-01-01 | 675460000 | 43 | 4 |
| MasterClass | 2.75 | 2021-05-13 | United States | San Francisco | Edtech | Institutional Venture Partners, New Enterprise Associates, Javelin Venture Partners | 2015-01-01 | 461400000 | 31 | 4 |
| Dream Games | 2.75 | 2021-06-30 | Turkey | Istanbul | Mobile & telecommunications | Makers Fund, Index Ventures, Inova Ventures Participacees | 2019-01-01 | 467200000 | 6 | 3 |
| Transmit Security | 2.74 | 2021-06-22 | Israel | Tel Aviv | Cybersecurity | General Atlantic, Insight Partners, Vintage Investment Partners | 2014-01-01 | 583000000 | 11 | 1 |
| Tradeshift | 2.70 | 2018-05-30 | United States | San Francisco | Fintech | Notion Capital, Scentan Ventures, Kite Ventures | 2009-01-01 | 1103000000 | 28 | 9 |
| Nextiva | 2.70 | 2021-09-14 | United States | Scottsdale | Internet software & services | Goldman Sachs Asset Management | 2008-01-01 | 207500000 | 2 | 1 |
| o9 Solutions | 2.70 | 2020-04-28 | United States | Dallas | Artificial Intelligence | KKR | 2009-01-01 | 420000000 | 3 | 2 |
| Ethos | 2.70 | 2021-05-11 | United States | San Francisco | Fintech | Sequoia Capital, Google Ventures, Accel | 2019-01-01 | 520000 | 1 | NA |
| Sourcegraph | 2.62 | 2021-07-13 | United States | San Francisco | Internet software & services | Redpoint Ventures, Goldcrest Capital, Insight Partners | 2013-01-01 | 223000000 | 8 | 2 |
| JumpCloud | 2.62 | 2021-09-13 | United States | Louisville | Data management & analytics | Foundry Group, General Atlantic, BlackRock | 2012-01-01 | 418450000 | 20 | 4 |
| Project44 | 2.62 | 2021-06-01 | United States | Chicago | Supply chain, logistics, & delivery | Emergence Capital Partners, 8VC, Chicago Ventures | 2014-01-01 | 928800000 | 20 | 4 |
| ManoMano | 2.60 | 2021-07-05 | France | Paris | E-commerce & direct-to-consumer | General Atlantic, Piton Capital, Partech Partners | 2013-01-01 | 708730000 | 12 | 3 |
| Pendo | 2.60 | 2019-10-17 | United States | Raleigh | Internet software & services | Contour Venture Partners, Battery Ventures, Core Capital Partners | 2013-01-01 | 359170000 | 18 | 4 |
| Plume | 2.60 | 2021-02-23 | United States | Palo Alto | Internet software & services | Insight Partners, Jackson Square Ventures, Liberty Gloval Ventures | 2015-01-01 | 712930000 | 15 | 6 |
| Moglix | 2.60 | 2021-05-17 | Singapore | E-commerce & direct-to-consumer | Ventures and Funds | NA | 2015-01-01 | 470710000 | 16 | 6 |
| Clari | 2.60 | 2021-03-03 | United States | Sunnyvale | Internet software & services | Sequoia Capital, Bain Capital Ventures, enaya Capital | 2012-01-01 | 496000000 | 15 | 4 |
| Vista Global | 2.50 | 2017-08-23 | United Arab Emirates | Dubai | Other | Rhone Capital | 2004-01-01 | 418450000 | 20 | 4 |
| BYTON | 2.50 | 2018-04-20 | China | Nanjing | Auto & transportation | FAW Group, Tencent Holdings, Tus Holdings | 2016-01-01 | 1208000000 | 11 | 3 |
| Acronis | 2.50 | 2019-09-18 | Switzerland | Schaffhausen | Cybersecurity | Goldman Sachs, VebVentures, Insight Partners | 2003-01-01 | 427510000 | 8 | 2 |
| Side | 2.50 | 2021-03-22 | United States | San Francisco | Internet software & services | Coatue Managemeny, Trinity Ventures, Matrix Partners | 2017-01-01 | 262820000 | 10 | 2 |
| Lenskart | 2.50 | 2019-12-20 | India | Faridabad | E-commerce & direct-to-consumer | Chiratae Ventures, PremjiInvest, Softbank | 2008-01-01 | 675900000 | 18 | 9 |
| Infra.Market | 2.50 | 2021-02-25 | India | Thane | E-commerce & direct-to-consumer | Accel, Tiger Global Management, Nexus Venture Partners | 2016-01-01 | 381400000 | 26 | 2 |
| Varo Bank | 2.50 | 2021-09-09 | United States | San Francisco | Fintech | Warburg Pincus, The Rise Fund, HarbourVest Partners | 2015-01-01 | 991330000 | 14 | 3 |
| Cato Networks | 2.50 | 2020-11-17 | Israel | Tel Aviv | Cybersecurity | Aspect Ventures, SingTel Innov8, Greylock Partners | 2015-01-01 | 512000000 | 10 | 4 |
| Aura | 2.50 | 2021-06-09 | United States | Burlington | Cybersecurity | Warburg Pincus, General Catalyst | 2019-01-01 | 561820000 | 6 | 2 |
| Vercel | 2.50 | 2021-06-23 | United States | San Francisco | Internet software & services | CRV, Accel, Google Ventures | 2015-01-01 | 313000000 | 16 | 2 |
| Sysdig | 2.50 | 2021-04-28 | United States | San Francisco | Cybersecurity | Accel, Bain Capital Ventures, Insight Partners | 2013-01-01 | 728200000 | 12 | 4 |
| Zetwerk | 2.50 | 2021-08-20 | India | Bengaluru | Internet software & services | Sequoia Capital India, Kae Capital, Accel | 2018-01-01 | 656670000 | 24 | 3 |
| Uniphore | 2.50 | 2022-02-16 | United States | Palo Alto | Artificial Intelligence | Chiratae Ventures, March Capital Partners, National Grid Partners | 2008-01-01 | 626630000 | 25 | 3 |
| Somatus | 2.50 | 2022-02-23 | United States | McLean | Health | The Blue Venture Fund, Flare Capital Partners, Longitude Capital | 2016-01-01 | 465000000 | 14 | 3 |
| Uala | 2.45 | 2021-08-13 | Argentina | Buenos Aires | Fintech | Soros Fund Management, Ribbit Capital, Monashees+ | 2017-01-01 | 608000000 | 21 | 4 |
| Mobile Premier League | 2.45 | 2021-09-15 | India | Bengaluru | Internet software & services | Sequoia Capital India, RTP Global, Go-Ventures | 2018-01-01 | 377700000 | 30 | 3 |
| Cybereason | 2.44 | 2019-08-06 | United States | Boston | Cybersecurity | SoftBank Group, CRV, Spark Capital | 2012-01-01 | 713620000 | 8 | 5 |
| Cgtz | 2.41 | 2017-02-21 | China | Hangzhou | Fintech | Shunwei Capital Partners, China Media Group, Guangzhou Huiyin Aofeng Equity Investment Fund | 2014-01-01 | 535860000 | 4 | 1 |
| Star Charge | 2.41 | 2021-05-19 | China | Changzhou | Auto & transportation | Shunwei Capital Partners, China Media Group, Guangzhou Huiyin Aofeng Equity Investment Fund | 2014-01-01 | 125580000 | 9 | 1 |
| Carbon | 2.40 | 2015-08-20 | United States | Redwood City | Hardware | Google Ventures, Sequoia Capital, Wakefield Group | 2013-01-01 | 692000000 | 24 | 5 |
| PolicyBazaar | 2.40 | 2019-05-06 | India | Gurgaon | Fintech | Info Edge, Softbank Capital | 2008-01-01 | 633780000 | 22 | 7 |
| Paxos | 2.40 | 2021-04-29 | United States | New York | Fintech | Liberty City Ventures, RRE Ventures, Mithril Capital Management | NA | NA | 1 | NA |
| Exabeam | 2.40 | 2021-06-01 | United States | Foster City | Cybersecurity | Norwest Venture Partners, Aspect Ventures, Lightspeed Venture Partners | 2013-01-01 | 390000000 | 9 | 5 |
| BitSight Technologies | 2.40 | 2021-09-13 | United States | Boston | Cybersecurity | Menlo Ventures, GGV Capital, Flybridge Capital Partners | 2013-01-01 | 390000000 | 9 | 5 |
| Trumid | 2.40 | 2020-07-15 | United States | New York | Fintech | T. Rowe Price, Dragoneer Investment Group, BlackRock | 2014-01-01 | 711730000 | 22 | 5 |
| ABL Space Systems | 2.40 | 2021-03-25 | United States | El Segundo | Other | T. Rowe Price, Lockheed Martin Ventures, Fidelity Investment | 2017-01-01 | 483500000 | 9 | 2 |
| Bought By Many | 2.35 | 2021-06-01 | United Kingdom | London | Fintech | Octopus Ventures, Munich Re Ventures, CommerzVentures | 2012-01-01 | 477270000 | 8 | 3 |
| Jobandtalent | 2.35 | 2021-12-01 | Spain | Madrid | Internet software & services | Kibo Ventures, SoftBank Group, Atomico | 2009-01-01 | 1072000000 | 20 | 3 |
| WEMAKEPRICE | 2.34 | 2015-09-09 | South Korea | Seoul | E-commerce & direct-to-consumer | IMM Investment, NXC | 2009-01-01 | 486650000 | 3 | 4 |
| Biren Technology | 2.32 | 2020-08-18 | China | Shanghai | Hardware | V FUND, IDG Capital, Green Pine Capital Partners | 2019-01-01 | 288220000 | 32 | 3 |
| Voodoo | 2.31 | 2020-08-17 | France | Paris | Other | Tencent Holdings, Goldman Sachs | 2013-01-01 | 569950000 | 3 | 2 |
| Uptake | 2.30 | 2015-10-27 | United States | Chicago | Artificial Intelligence | Revolution, New Enterprise Associates, Caterpillar | 2014-01-01 | 317000000 | 8 | 4 |
| KeepTruckin | 2.30 | 2019-04-23 | United States | San Francisco | Supply chain, logistics, & delivery | Google Ventures, Index Ventures, Scale Venture Partners | 2013-01-01 | 417300000 | 8 | 5 |
| Skydance Media | 2.30 | 2020-02-11 | United States | Santa Monica | Other | RedBird Capital Partners, CJ ENM, Tencent Holdings | 2010-01-01 | 2075000000 | 4 | 1 |
| Greenlight | 2.30 | 2020-09-24 | United States | Atlanta | Fintech | Relay Ventures, TTV Capital, Canapi Ventures | 2014-01-01 | 556500000 | 22 | 3 |
| Bowery Farming | 2.30 | 2021-05-25 | United States | New York | Other | Temasek, Google Ventures, General Catalyst | 2015-01-01 | 630900000 | 31 | 2 |
| Odoo | 2.30 | 2021-07-29 | Belgium | Louvain-la-Neuve | Internet software & services | Summit Partners, Noshaq, Sofinnova Partners | 2005-01-01 | 319000000 | 6 | 1 |
| MoMo | 2.27 | 2021-12-10 | Vietnam | Ho Chi Minh City | Fintech | Goodwater Capital, Warburg Pincus, GS Growth | 2013-01-01 | 433700000 | 10 | 3 |
| Ankorstore | 2.26 | 2022-01-10 | France | Paris | E-commerce & direct-to-consumer | Global Founders Capital, Aglae Ventures, Alven Capital | 2019-01-01 | 420890000 | 9 | 1 |
| Zume | 2.25 | 2018-11-01 | United States | Mountain View | Consumer & retail | Softbank Group, AME Cloud Ventures, SignalFire | 2015-01-01 | 445690000 | 6 | 3 |
| Algolia | 2.25 | 2021-07-28 | United States | San Francisco | Internet software & services | Accel, Alven Capital, Storm Ventures | 2012-01-01 | 334340000 | 28 | 3 |
| Pattern | 2.25 | 2021-10-06 | United States | Lehi | Internet software & services | Knox Lane, Ainge Advisory, Carlson Private Capital Partners,/td> | 2013-01-01 | 277000000 | 5 | 1 |
| NuCom Group | 2.20 | 2018-02-22 | Germany | Unterfoehring | Other | General Atlantic | 2016-01-01 | NA | 1 | 1 |
| MUSINSA | 2.20 | 2019-11-11 | South Korea | Seoul | E-commerce & direct-to-consumer | Sequoia Capital | 2001-01-01 | 286360000 | 2 | 2 |
| Current | 2.20 | 2021-04-27 | United States | New York | Fintech | Expa, QED Investors, Foundation Capital | 2015-01-01 | 383410000 | 18 | 3 |
| Bitso | 2.20 | 2021-05-05 | Mexico | Mexico City | Fintech | Pantera Capital, QED Investors, Coinbase Ventures | 2014-01-01 | 314660000 | 22 | 2 |
| Gympass | 2.20 | 2019-06-12 | United States | New York | Internet software & services | General Atlantic, SoftBank Group, Atomico | 2012-01-01 | 529160000 | 10 | 2 |
| Reify Health | 2.20 | 2021-08-10 | United States | Boston | Health | Sierra Ventures, Battery Ventures, Asset Management Ventures | 2012-01-01 | 257640000 | 8 | 2 |
| Dialpad | 2.20 | 2020-10-06 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Google Ventures, Section 32 | 2011-01-01 | 425960000 | 15 | 7 |
| G7 Networks | 2.20 | 2022-02-15 | China | Beijing | Supply chain, logistics, & delivery | Eastern Bell Capital 32, SDIC CMC Investment Management, Trustbridge Partners | 2006-01-01 | 710000000 | 17 | 1 |
| BloomReach | 2.20 | 2022-02-23 | United States | Mountain View | Artificial Intelligence | Bain Capital Ventures, Sixth Street Growth, Lightspeed Venture Partners | 2009-01-01 | 422000000 | 8 | 6 |
| Huaqin Telecom Technology | 2.19 | 2019-10-08 | China | Shanghai | Mobile & telecommunications | Zhangjiang Haocheng Venture Capital, Walden International, Intel Capital | 2005-01-01 | 276350000 | 16 | 1 |
| Accelerant | 2.19 | 2022-01-12 | United Kingdom | Colchester | Other | Deer Park Road, Altamont Capital Partners, Eldridge | 2018-01-01 | 190000000 | 5 | 1 |
| Hesai Tech | 2.18 | 2020-08-01 | China | Shanghai | Artificial Intelligence | Lightspeed China Partners, Baidu Ventures, Qiming Venture Partners | 2013-01-01 | 717290000 | 20 | 3 |
| YITU Technology | 2.17 | 2018-03-08 | China | Shanghai | Artificial Intelligence | Sequoia Capital China, Banyan Capital | 2012-01-01 | 385120000 | 11 | 1 |
| Addepar | 2.17 | 2021-06-15 | United States | Mountain View | Fintech | 8VC, D1 Capital Partners, Sway Ventures | 2009-01-01 | 513930000 | 18 | 5 |
| Neo4j | 2.15 | 2021-06-17 | United States | San Mateo | Data management & analytics | Eight Roads Ventures, One Peak Partners, Creandum | 2007-01-01 | 581100000 | 18 | 4 |
| CloudWalk | 2.15 | 2021-09-08 | Brazil | Sao Paulo | Fintech | Plug and Play Ventures, Valor Capital Group, DST Global | 2013-01-01 | 345000000 | 14 | 1 |
| FirstCry | 2.10 | 2020-02-07 | India | Pune | E-commerce & direct-to-consumer | SoftBank Group, SAIF Partners India, Valiant Capital Partners | 2010-01-01 | 831000000 | 15 | 6 |
| Eightfold.ai | 2.10 | 2020-10-27 | United States | Santa Clara | Internet software & services | Foundation Capital, Institutional Venture Partners, General Catalyst | 2016-01-01 | 397000000 | 6 | 3 |
| Webflow | 2.10 | 2021-01-13 | United States | San Francisco | Internet software & services | Accel, Silversmith Capital Partners, capitalG | 2012-01-01 | 214920000 | 9 | 2 |
| Urban Company | 2.10 | 2021-04-27 | India | Gurgaon | E-commerce & direct-to-consumer | VY Capital, Accel, Elevation Capital | 2014-01-01 | 441240000 | 17 | 7 |
| ReCharge | 2.10 | 2021-05-06 | United States | Los Angeles | Fintech | ICONIQ Growth, Bain Capital Ventures, Summit Partners | 2017-01-01 | NA | 3 | NA |
| Moveworks | 2.10 | 2021-06-30 | United States | Mountain View | Artificial Intelligence | Lightspeed Venture Partners, Sapphire Ventures, Kleiner Perkins Caufield & Byers | 2016-01-01 | 305000000 | 11 | 1 |
| Medable | 2.10 | 2021-10-26 | United States | Palo Alto | Internet software & services | GSR Ventures, Sapphire Ventures, Streamlined Ventures | 2013-01-01 | 533750000 | 13 | 2 |
| SoundHound | 2.10 | 2018-05-03 | United States | Santa Clara | Artificial Intelligence | Tencent Holdings, Walden Venture Capital, Global Catalyst Partnera | 2005-01-01 | 214100000 | 24 | 8 |
| GoCardless | 2.10 | 2022-02-08 | United Kingdom | London | Fintech | Accel, Passion Capital, Balderton Capital | 2011-01-01 | 529320000 | 16 | 4 |
| PayFit | 2.10 | 2022-01-06 | United Kingdom | London | Fintech | Accel, frst, Kima Ventures | 2016-01-01 | 497240000 | 13 | 3 |
| Xinchao Media | 2.00 | 2018-04-09 | China | Chengdu | Internet software & services | JD.com, Baidu, Vision Plus Capital | 2007-01-01 | 1330000000 | 8 | 4 |
| Trendy Group International | 2.00 | 2012-02-13 | Hong Kong | Kowloon | Consumer & retail | L Capital Partners | 1999-01-01 | 200000000 | 1 | 1 |
| Tubatu.com | 2.00 | 2015-03-09 | China | Shenzhen | E-commerce & direct-to-consumer | Sequoia Capital China, Matrix Partners China, 58.com | NA | 216480000 | 3 | 1 |
| BlaBlaCar | 2.00 | 2015-09-16 | France | Paris | Auto & transportation | Accel Partners, Index Ventures, Insight Venture Partners | 2006-01-01 | 564300000 | 13 | 6 |
| HuiMin | 2.00 | 2016-09-05 | China | Beijing | E-commerce & direct-to-consumer | Zheshang Venture Capital, GP Capital, Western Capital Management | 2013-01-01 | 519630000 | 13 | 1 |
| Quora | 2.00 | 2017-04-21 | United States | Mountain View | Internet software & services | Y Combinator, Matrix Partners, Benchmark | 2009-01-01 | 286000000 | 10 | 5 |
| Improbable | 2.00 | 2017-05-11 | United Kingdom | London | Other | Andreessen Horowitz, SoftBank Group, Temasek Holdings | 2012-01-01 | 603930000 | 7 | 4 |
| Preferred Networks | 2.00 | 2018-05-17 | Japan | Tokyo | Artificial Intelligence | Toyota Motor Corporation, Mizuho Financial Group, FANUC | 2014-01-01 | 152190000 | 11 | 2 |
| Formlabs | 2.00 | 2018-08-01 | United States | Somerville | Hardware | Pitango Venture Capital, DFJ Growth Fund, Foundry Group | 2011-01-01 | 261250000 | 24 | 6 |
| 4Paradigm | 2.00 | 2018-12-19 | China | Beijing | Artificial Intelligence | Sequoia Capital China, China Construction Bank, Bank of China | 2015-01-01 | 930000000 | 39 | 2 |
| Calm | 2.00 | 2019-02-06 | United States | San Francisco | Consumer & retail | Insight Venture Partners, TPG Growth, Sound Ventures | 2012-01-01 | 217980000 | 28 | 4 |
| Kaseya | 2.00 | 2019-03-27 | United States | Miami | Cybersecurity | Insight Partners, TPG Alternative & Renewable Technologies, Ireland Strategic Investment Fund | 2000-01-01 | 617570000 | 3 | 1 |
| Mafengwo | 2.00 | 2019-05-23 | China | Beijing | Travel | Qiming Venture Partners, Capital Today, General Atlantic | 2010-01-01 | 488000000 | 13 | 1 |
| Druva | 2.00 | 2019-06-20 | United States | Sunnyvale | Data management & analytics | Nexus Venture Partners, Tenaya Capital, Sequoia Capital | 2007-01-01 | 475000000 | 16 | 4 |
| Kujiale | 2.00 | 2019-10-25 | China | Hangzhou | Internet software & services | GGV Capital, IDG Capital, Linear Venture | 2011-01-01 | 312000000 | 15 | 5 |
| AppsFlyer | 2.00 | 2020-01-21 | United States | San Francisco | Mobile & telecommunications | Magma Venture Partners, Pitango Venture Capital, Qumra Capital | 2011-01-01 | 303100000 | 8 | 4 |
| Keep | 2.00 | 2020-05-19 | China | Beijing | Mobile & telecommunications | Bertelsmann Asia Investments, GGV Capital, Morningside Venture Capital | 2014-01-01 | 614490000 | 11 | 2 |
| Redis Labs | 2.00 | 2020-08-25 | United States | Mountain View | Data management & analytics | Viola Ventures, Dell Technologies Capital, Bain Capital Ventures | 2011-01-01 | 355000000 | 13 | 5 |
| Xingyun Group | 2.00 | 2020-09-24 | China | Shenzhen | E-commerce & direct-to-consumer | Matrix Partners China, Eastern Bell Capital, Hongtai Capital Holdings | 2015-01-01 | 953500000 | 29 | 1 |
| Unqork | 2.00 | 2020-10-06 | United States | New York | Fintech | Blackrock, capitalG, World Lab Innovation | 2017-01-01 | 367170000 | 14 | 1 |
| Virta Health | 2.00 | 2020-12-02 | United States | San Francisco | Health | Caffeinated Capital, Obvious Ventures, Venrock | 2015-01-01 | 376500000 | 15 | 3 |
| ISN | 2.00 | 2020-12-17 | United States | Dallas | Supply chain, logistics, & delivery | Blackstone | 2001-01-01 | NA | 1 | 1 |
| Earnix | 2.00 | 2021-02-21 | Israel | Giv’atayim | Fintech | Jerusalem Venture Partners, Israel Growth Partners, Insight Partners | 2001-01-01 | 98500000 | 6 | 2 |
| Guoquan Shihui | 2.00 | 2021-03-17 | China | Shanghai | Consumer & retail | Tiantu Capital, CMB International Capital, Vision Knight Capital | 2017-01-01 | 423440000 | 9 | 2 |
| Clearco | 2.00 | 2021-04-20 | Canada | Toronto | Fintech | Highland Capital Partners, Oak HC/FT Partners, Emergence Capital Partners | 2015-01-01 | 935010000 | 23 | 1 |
| Hive | 2.00 | 2021-04-21 | United States | San Francisco | Artificial Intelligence | Tomales Bay Capital, Bain & Company, General Catalyst | 2013-01-01 | 85000000 | 5 | 1 |
| KRY | 2.00 | 2021-04-27 | Sweden | Stockholm | Health | Index Ventures, Creandum, Accel | 2014-01-01 | 570990000 | 10 | 3 |
| Kajabi | 2.00 | 2021-05-04 | United States | Irvine | Internet software & services | Meritech Capital Partners, Tiger Global Management, Spectrum Equity | 2010-01-01 | 550000000 | 6 | 1 |
| Beisen | 2.00 | 2021-05-11 | China | Beijing | Internet software & services | Matrix Partners China, Sequoia Capital China, Genesis Capital | 2002-01-01 | 421180000 | 18 | 2 |
| Pipe | 2.00 | 2021-05-19 | United States | Miami | Fintech | next47, MaC Venture Capital, FinVC | 2019-01-01 | 366000000 | 36 | 1 |
| Iterable | 2.00 | 2021-06-15 | United States | San Francisco | Internet software & services | CRV, Blue Cloud Ventures, Index Ventures | 2013-01-01 | 342400000 | 18 | 4 |
| Bunq | 2.00 | 2021-06-18 | Netherlands | Amsterdam | Fintech | Undisclosed | 2013-01-01 | 228000000 | 1 | 1 |
| Clip | 2.00 | 2021-06-10 | Mexico | Mexico City | Fintech | Alta Ventures Mexico, General Atlantic, SoftBank Group | 2012-01-01 | 397360000 | 15 | 4 |
| Loggi | 2.00 | 2019-06-05 | Brazil | Sao Paulo | Supply chain, logistics, & delivery | Qualcomm Ventures, SoftBank Group. Monashees+ | 2013-01-01 | 484320000 | 15 | 4 |
| MURAL | 2.00 | 2021-07-20 | United States | San Francisco | Internet software & services | Insight Partners, Tiger Global Management, Gradient Ventures | 2011-01-01 | 192270000 | 15 | 5 |
| Pagaya | 2.00 | 2020-06-17 | Israel | Tel Aviv | Fintech | Oak HC/FT Partners, GF Investments, Harvey Golub Family Office | 2015-01-01 | 417250000 | 15 | 3 |
| OCSiAl | 2.00 | 2019-03-04 | Luxembourg | Leudelange | Other | A&NN, Rusnano | 2012-01-01 | 5000000 | 3 | 2 |
| XtalPi | 2.00 | 2021-08-11 | China | Shenzhen | Artificial Intelligence | Tencent Holdings, 5Y Capital, Sequoia Capital China | 2014-01-01 | 783810000 | 30 | 3 |
| Divvy Homes | 2.00 | 2021-08-13 | United States | San Francisco | Fintech | Andreessen Horowitz, Caffeinated Capital, SciFi VC | 2017-01-01 | 1127000000 | 16 | 1 |
| Apeel Sciences | 2.00 | 2020-05-26 | United States | Goleta | Other | Upfront Ventures, Tao Capital Partners, Andreessen Horowitz | 2012-01-01 | 640000000 | 25 | 6 |
| Opay | 2.00 | 2021-08-23 | Nigeria | Lagos | Fintech | Sequoia Capital China, Source Code Capital, Redpoint Ventures China | 2018-01-01 | 570000000 | 13 | 1 |
| Aviatrix | 2.00 | 2021-09-08 | United States | Santa Clara | Internet software & services | Ignition Partners, Formation 8, CRV | 2014-01-01 | 340000000 | 12 | 4 |
| SmartNews | 2.00 | 2019-08-05 | Japan | Tokyo | Mobile & telecommunications | Japan Post Capital, Globis Capital Partners, Atomico | 2012-01-01 | 409600000 | 20 | 7 |
| Misfits Market | 2.00 | 2021-04-21 | United States | Pennsauken | E-commerce & direct-to-consumer | Accel, D1 Capita Partners, Greenoaks Capital Management | 2018-01-01 | 526500000 | 9 | 2 |
| Spring Health | 2.00 | 2021-09-16 | United States | New York | Health | Rethink Impact, Work-Bench, RRE Ventures | 2016-01-01 | 296200000 | 25 | 3 |
| Black Sesame Technologies | 2.00 | 2021-09-22 | China | Shanghai | Artificial Intelligence | Northern Light Venture Capital, Xiaomi, FutureX Capital | 2016-01-01 | 115000000 | 18 | 1 |
| Advance Intelligence Group | 2.00 | 2021-09-23 | Singapore | Artificial intelligence | Ventures and Funds | NA | 2016-01-01 | 536000000 | 13 | 1 |
| Modern Treasury | 2.00 | 2021-10-06 | United States | San Francisco | Fintech | Benchmark, Altimeter Capital, Quiet Capital | 2018-01-01 | 133120000 | 5 | 1 |
| Magic Leap | 2.00 | 2014-10-21 | United States | Plantation | Hardware | Obvious Ventures, Qualcomm Ventures, Andreessen Horowitz | 2010-01-01 | 3484000000 | 26 | 7 |
| Tier | 2.00 | 2021-10-25 | Germany | Berlin | Travel | Northzone Ventures, White Star Capital, Novator Partners | 2018-01-01 | 667380000 | 20 | 2 |
| Aiven | 2.00 | 2021-10-18 | Finland | Helsinki | Internet software & services | Institutional Venture Partners, Atomico, Earlybird Venture Capital | 2016-01-01 | 209930000 | 14 | 2 |
| ClickHouse | 2.00 | 2021-10-28 | United States | Portola Valley | Data management & analytics | Lightspeed Venture Partners, Almaz Capital Partners, Altimeter Capital | 2021-01-01 | 300000000 | 11 | 1 |
| Mynt | 2.00 | 2021-10-28 | Philippines | Taguig City | Fintech | Insight Partners, Warburg Pincus, Ayala Corporation | 2015-01-01 | 475000000 | 7 | 1 |
| Everlaw | 2.00 | 2021-11-02 | United States | Oakland | Internet software & services | K9 Ventures, Menlo Ventures, Andreessen Horowitz | 2010-01-01 | 314610000 | 7 | 5 |
| Zilch | 2.00 | 2021-11-10 | United Kingdom | London | Fintech | Gauss Ventures, Ventura Capital, dmg ventures | 2018-01-01 | 339200000 | 6 | 2 |
| VerbIT | 2.00 | 2021-06-08 | United States | New York | Artificial Intelligence | ClalTech, Vertex Ventures, Oryzn Capital | 2016-01-01 | 532000000 | 23 | 2 |
| StarkWare | 2.00 | 2021-11-17 | Israel | Netanya | Cybersecurity | Sequoia Capital, Paradigm, Pantera Capital | 2018-01-01 | 167700000 | 20 | 1 |
| Netlify | 2.00 | 2021-11-17 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Kleiner Perkins Caufield & Byers, EQT Ventures | NA | 211870000 | 15 | 2 |
| Deliverr | 2.00 | 2021-11-22 | United States | San Francisco | Supply chain, logistics, & delivery | 8VC, Activant Capital, GLP Capital Partners | 2017-01-01 | 490100000 | 10 | 2 |
| SWORD Health | 2.00 | 2021-11-22 | United States | New York | Health | Khosla Ventures, Green Innovations, Founders Fund | 2015-01-01 | 322160000 | 20 | 2 |
| LTK | 2.00 | 2021-11-22 | United States | Dallas | Internet software & services | SoftBank Group, Maverick Capital | 2011-01-01 | 315000000 | 5 | 2 |
| Exotec | 2.00 | 2022-01-17 | France | Croix | Hardware | Breega Capital, Iris Capital, 360 Capital Partners | 2015-01-01 | 446700000 | 7 | 3 |
| Dremio | 2.00 | 2021-01-06 | United States | Santa Clara | Data management & analytics | Lightspeed Venture Partners, Redpoint Ventures, Norwest Venture Partners | 2015-01-01 | 405000000 | 9 | 4 |
| Akulaku | 2.00 | 2022-02-15 | Indonesia | Jakarta | E-commerce & direct-to-consumer | DCM Ventures, IDG Capital, Siam Commercial Bank | 2014-01-01 | 455000000 | 15 | 3 |
| Cloudinary | 2.00 | 2022-02-15 | United States | Santa Clara | Internet software & services | Blackstone, Bessemer Venture Partners | 2011-01-01 | NA | 2 | 1 |
| Chipper Cash | 2.00 | 2021-06-01 | United States | San Francisco | Fintech | Deciens Capital, Bezos Expeditions, 500 Startups | 2017-01-01 | 302600000 | 15 | 3 |
| Fenbi Education | 1.95 | 2021-02-07 | China | Beijing | Edtech | Trustbridge Partners, Hony Capital, IDG Capital | 2015-01-01 | 390000000 | 8 | 1 |
| Starling Bank | 1.95 | 2021-03-08 | United Kingdom | London | Fintech | JTC Group, Qatar Investment Authority, Fidelity Investment | 2014-01-01 | 905620000 | 11 | 2 |
| Rokt | 1.95 | 2021-12-16 | United States | New York | Internet software & services | Square Peg Capital, TDM Growth Partners, Tiger Global Management | 2012-01-01 | 488500000 | 12 | 4 |
| InVision | 1.90 | 2017-11-01 | United States | New York | Internet software & services | FirstMark Capital, Tiger Global Management, ICONIQ Capital | 2011-01-01 | 350710000 | 9 | 5 |
| eDaili | 1.90 | 2019-02-01 | China | Shanghai | E-commerce & direct-to-consumer | K2VC, Lightspeed China Partners, Sky9 Capital | NA | 1000000 | 8 | 2 |
| MX Technologies | 1.90 | 2021-01-13 | United States | Lehi | Fintech | Point72 Ventures, Pelion Venture Partners, Commerce Ventures | 2010-01-01 | 454130000 | 31 | 2 |
| Aledade | 1.90 | 2021-01-19 | United States | Bethesda | Health | Venrock, CVF Capital Partners, ARCH Venture Partners | 2014-01-01 | 294650000 | 13 | 2 |
| CoinSwitch Kuber | 1.90 | 2021-10-06 | India | Bangalore | Fintech | Tiger Global Management, Sequoia Capital India, Ribbit Capital | 2017-01-01 | 300000000 | 7 | 2 |
| ENOVATE | 1.85 | 2019-04-15 | China | Shanghai | Auto & transportation | Automobile Industry Guidance Fund | 2015-01-01 | 1333000000 | 1 | 1 |
| CFGI | 1.85 | 2021-09-15 | United States | Boston | Fintech | The Carlyle Group, CVC Capital Partners | 2000-01-01 | 18580000 | 2 | 1 |
| Retool | 1.85 | 2021-12-22 | United States | San Francisco | Internet software & services | Sequoia Capital | 2000-01-01 | 18580000 | 2 | 1 |
| Automattic | 1.80 | 2013-05-27 | United States | San Francisco | Internet software & services | Insight Venture Partners, Lowercase Capital, Polaris Partners | 2005-01-01 | 861690000 | 22 | 7 |
| ZocDoc | 1.80 | 2015-08-20 | United States | New York | Health | Founders Fund, Khosla Ventures, Goldman Sachs | 2007-01-01 | 383020000 | 15 | 4 |
| Diamond Foundry | 1.80 | 2021-03-29 | United States | San Francisco | Other | Fashion Tech Lab, Fidelity Investments, Vast Ventures | 2012-01-01 | 300000000 | 16 | 1 |
| FullStory | 1.80 | 2021-08-04 | United States | Atlanta | Internet software & services | Google Ventures, Kleiner Perkins Caufield & Byers, Stripes Group | 2014-01-01 | 170200000 | 9 | 4 |
| Lightricks | 1.80 | 2019-07-31 | Israel | Jerusalem | Artificial Intelligence | Viola Ventures, Insight Partners, ClalTech, Goldman Sachs | 2013-01-01 | 335000000 | 16 | 3 |
| Opentrons | 1.80 | 2021-09-23 | United States | New York | Hardware | SOSV, Khosla Ventures, Lerer Hippeau | 2016-01-01 | 250830000 | 8 | 2 |
| Orca Security | 1.80 | 2021-03-23 | United States | Portland | Cybersecurity | YL Ventures, Redpoint Ventures, GGV Capital | 2019-01-01 | 632000000 | 15 | 2 |
| AIWAYS | 1.78 | 2018-04-16 | China | Shanghai | Auto & transportation | Jiangsu Sha Steel Group, Shanghai Puyin Industry, Funa Yuanchuang Technology | 2017-01-01 | 330930000 | 10 | 1 |
| Trulioo | 1.75 | 2021-06-07 | Canada | Vancouver | Cybersecurity | Blumberg Capital, American Express Ventures, BDC Venture Capital | 2011-01-01 | 469740000 | 12 | 3 |
| Spinny | 1.75 | 2021-11-24 | India | Gurugram | E-commerce & direct-to-consumer | General Catalyst, Eleation Capital, Avenir Growth Capital | 2015-01-01 | 515900000 | 20 | 5 |
| Apus Group | 1.73 | 2015-01-16 | China | Beijing | Mobile & telecommunications | Redpoint Ventures, QiMing Venture Partners, Chengwei Capital | 2014-01-01 | 116300000 | 6 | 2 |
| Harry’s | 1.70 | 2018-02-16 | United States | New York | Consumer & retail | Thrive Capital, Tiger Global Management, Temasek | 2013-01-01 | 659100000 | 25 | 5 |
| PAX | 1.70 | 2018-10-22 | United States | San Francisco | Consumer & retail | Tao Capital Partners, Global Asset Capital, Tiger Global Management | 2007-01-01 | 544930000 | 10 | 3 |
| Harness | 1.70 | 2021-01-14 | United States | San Francisco | Artificial Intelligence | Menlo Ventures, Alkeon Capital Management, Citi Ventures | NA | NA | 2 | NA |
| DispatchHealth | 1.70 | 2021-03-03 | United States | Denver | Health | Alta Partners, Questa Capital, Echo Health Venturesl | 2013-01-01 | 406960000 | 9 | 2 |
| Unite Us | 1.70 | 2021-03-17 | United States | New York | Health | Insight Partners, Sequoia Capital, Index Ventures | 2014-01-01 | 195300000 | 15 | 3 |
| CircleCI | 1.70 | 2021-05-11 | United States | San Francisco | Internet software & services | Threshold Ventures, Baseline Ventures, Harrison Metal | 2011-01-01 | 312500000 | 26 | 3 |
| Wave | 1.70 | 2021-09-07 | Senegal | Dakar | Fintech | Stripe, Founders Fund, Partech Partners | NA | 460000 | 2 | NA |
| Vestiaire Collective | 1.70 | 2021-03-01 | France | Paris | E-commerce & direct-to-consumer | Eurazeo, IDInvest Partners, Balderton Capital | 2009-01-01 | 664450000 | 17 | 4 |
| Dragos | 1.70 | 2021-10-28 | United States | Hanover | Cybersecurity | DataTribe, Energy Impact Partners, AllegisCyber Capital | 2016-01-01 | 364200000 | 13 | 2 |
| Reltio | 1.70 | 2021-11-04 | United States | Redwood City | Data management & analytics | Crosslink Capital, .406 Ventures, Sapphire Ventures | 2011-01-01 | 240500000 | 9 | 4 |
| H2O.ai | 1.70 | 2021-11-07 | United States | Mountain View | Artificial Intelligence | Nexus Venture Partners, Transamerica Ventures, Crane Venture Partners | 2011-01-01 | 246120000 | 21 | 4 |
| ZenBusiness | 1.70 | 2021-11-09 | United States | Austin | Fintech | Greycroft, Lerer Hippeau, Geekdom Fund | 2015-01-01 | 275750000 | 19 | 1 |
| Carsome | 1.70 | 2021-07-12 | Malaysia | Selangor | E-commerce & direct-to-consumer | Gobi Partners, 500 Startups, Ondine Capital | 2015-01-01 | 597350000 | 24 | 5 |
| Productboard | 1.70 | 2022-02-02 | United States | San Francisco | Internet software & services | Index Ventures, Kleiner Perkins Caufield & Byers, Bessemer Venture Partners | 2014-01-01 | 261300000 | 13 | 4 |
| Spotter | 1.70 | 2022-02-16 | United States | Los Angeles | Fintech | SoftBank Group, Access Industries, Crossbeam Venture Partners | 2019-01-01 | 220650000 | 6 | 1 |
| DealShare | 1.70 | 2022-01-27 | India | Bengaluru | E-commerce & direct-to-consumer | Alpha Wave Global, Matrix Partners India, Tiger Global Management | 2018-01-01 | 391520000 | 19 | 4 |
| Gousto | 1.70 | 2020-11-03 | United Kingdom | London | Supply chain, logistics, & delivery | MMC Ventures, BGF Ventures, Unilever Ventures | 2012-01-01 | 361000000 | 16 | 4 |
| Alan | 1.68 | 2021-04-19 | France | Paris | Fintech | Index Ventures, Temasek, Portag3 Ventures | 2016-01-01 | 363170000 | 13 | 2 |
| wefox | 1.65 | 2019-03-05 | Germany | Berlin | Fintech | Salesforce Ventures, Seedcamp, OMERS Ventures | 2014-01-01 | 924310000 | 36 | 3 |
| Hibob | 1.65 | 2021-10-12 | Israel | Tel Aviv | Internet software & services | Bessemer Venture Partners, Eight Roads Ventures, Battery Ventures | 2015-01-01 | 265000000 | 15 | 3 |
| solarisBank | 1.65 | 2021-07-13 | Germany | Berlin | Fintech | Yabeo Capital, SBI Investment, Vulcan Capital | 2016-01-01 | 402460000 | 20 | 5 |
| Trader Interactive | 1.63 | 2021-05-12 | United States | Norfolk | Other | Carsales | 2015-01-01 | 265000000 | 15 | 3 |
| Jusfoun Big Data | 1.62 | 2018-07-09 | China | Beijing | Data management & analytics | Boxin Capital, DT Capital Partners, IDG Capital | 2010-01-01 | 137130000 | 27 | 3 |
| Transcarent | 1.62 | 2022-01-11 | United States | San Francisco | Health | Alta Partners, General Catalyst, Jove Equity Partners | 2020-01-01 | 298000000 | 15 | 1 |
| Zhubajie | 1.61 | 2015-06-16 | China | Chongqing | Internet software & services | Cybernaut Growth Fund, IDG Capital | NA | 429600000 | 3 | 1 |
| Infinidat | 1.60 | 2015-04-29 | United States | Waltham | Hardware | TPG Growth, Goldman Sachs | 2011-01-01 | 325000000 | 6 | 3 |
| Afiniti | 1.60 | 2017-04-14 | Bermuda | Hamilton | Artificial Intelligence | GAM Holding | 2006-01-01 | 327200000 | 10 | 3 |
| Cao Cao Mobility | 1.60 | 2018-01-17 | China | Hangzhou | Auto & transportation | People Electrical Appliance Group China, Zhongrong International Trust | 2015-01-01 | 968860000 | 5 | 1 |
| Verkada | 1.60 | 2020-01-29 | United States | San Mateo | Cybersecurity | next47, First Round Capital, Sequoia Capital | 2016-01-01 | 139640000 | 7 | 3 |
| Tonal | 1.60 | 2021-03-31 | United States | San Francisco | E-commerce & direct-to-consumer | Mayfield Fund, Shasta Ventures, L Catterton | 2015-01-01 | 431400000 | 27 | 2 |
| Clio | 1.60 | 2021-04-27 | Canada | Burnaby | Internet software & services | OMERS Private Equity, T. Rowe Price, Technology Crossover Ventures | 2008-01-01 | 415790000 | 10 | 2 |
| SafetyCulture | 1.60 | 2021-05-03 | Australia | Sydney | Internet software & services | Blackbird Ventures, IndexVentures, Tiger Global Management | 2004-01-01 | 222810000 | 12 | 6 |
| Extend | 1.60 | 2021-05-18 | United States | San Francisco | Fintech | GreatPoint Ventures, Meritech Capital Partners, PayPal Ventures | 2004-01-01 | 222810000 | 12 | 6 |
| ASAPP | 1.60 | 2021-05-19 | United States | New York | Artificial Intelligence | March Capital Partners, HOF Capital, Emergence Capital Partners | 2014-01-01 | 312570000 | 13 | 2 |
| SmartHR | 1.60 | 2021-06-08 | Japan | Tokyo | Fintech | BEENEXT, World Innovation Lab, Light Street Capital | 2013-01-01 | 222340000 | 20 | 3 |
| Mercury | 1.60 | 2021-07-03 | United States | San Francisco | Fintech | Andreessen Horowitz, Coatue Management, Clocktower Technology Ventures | 2019-01-01 | 150930000 | 39 | 2 |
| HomeLight | 1.60 | 2021-09-02 | United States | San Francisco | Fintech | Zeev Ventures, Menlo Ventures,Crosslink Capital | 2012-01-01 | 539600000 | 19 | 5 |
| Truepill | 1.60 | 2021-10-27 | United States | Hayward | Health | Initialized Capital, Sound Ventures, TI Platform Management | 2016-01-01 | 256060000 | 12 | 2 |
| ezCater | 1.60 | 2019-04-02 | United States | Boston | Supply chain, logistics, & delivery | Insight Venture Partners, ICONIQ Capital, Launchpad Venture Group | 2007-01-01 | 420160000 | 21 | 9 |
| Wayflyer | 1.60 | 2022-02-01 | Ireland | Dublin | Fintech | QED Investors, DST Global, Left Lane Capital | 2019-01-01 | 336200000 | 11 | 1 |
| Baiwang | 1.55 | 2019-03-25 | China | Beijing | Fintech | Guozhong Venture Capital Management, Shenzhen Capital Group, Oriental Fortune Capital | 2015-01-01 | 224350000 | 8 | 1 |
| Iluvatar CoreX | 1.55 | 2021-03-01 | China | Shanghai | Hardware | Centurium Capital, Cedarlake Capital, Unicom Innovation Venture Capital | 2015-01-01 | 185520000 | 8 | 1 |
| Wenheyou | 1.55 | 2021-04-17 | China | Hunan | Other | Sequoia Capital China, Warburg Pincus, IDG Capital | 2013-01-01 | 92440000 | 7 | 2 |
| Loom | 1.53 | 2021-05-20 | United States | San Francisco | Internet software & services | Kleiner Perkins Caufield & Byers, Sequoia Capital, General Catalyst | 2016-01-01 | 198480000 | 15 | 2 |
| Ximalaya FM | 1.52 | 2017-09-22 | China | Shanghai | Mobile & telecommunications | China Creation Ventures, Sierra Ventures, Xingwang Investment Management | 2012-01-01 | 70590000 | 11 | 2 |
| Carzone | 1.52 | 2019-03-01 | China | Jiangsu | E-commerce & direct-to-consumer | Alibaba Group,Co-Stone Venture Capital, Buhuo Venture Capital | NA | 946490000 | 13 | 1 |
| Cognite | 1.50 | 2021-05-19 | Norway | Lysaker | Data management & analytics | Technology Crossover Ventures, Accel, Aker | 2016-01-01 | 346800000 | 5 | 3 |
| Mu Sigma | 1.50 | 2013-02-07 | United States | Northbrook | Data management & analytics | Sequoia Capital, General Atlantic | 2004-01-01 | 208000000 | 8 | 4 |
| TuJia | 1.50 | 2015-06-17 | China | Beijing | Travel | GGV Capital, QiMing Venture Partnersl | 2011-01-01 | 763700000 | 13 | 2 |
| Mofang Living | 1.50 | 2016-04-13 | China | Shanghai | E-commerce & direct-to-consumer | Warburg Pincus, Aviation Industry Corporation of China | 2009-01-01 | 710000000 | 4 | 1 |
| Gett | 1.50 | 2016-05-24 | United Kingdom | London | Auto & transportation | Volkswagen, Access Industries, Vostok New Ventures | 2010-01-01 | 1057000000 | 11 | 9 |
| DT Dream | 1.50 | 2017-06-08 | China | Hangzhou | Data management & analytics | Alibaba Group, China Everbright Investment Management, Yinxinggu Capital | 2015-01-01 | 260350000 | 5 | 2 |
| Changingedu | 1.50 | 2017-10-30 | China | Shanghai | Edtech | Trustbridge Partners, IDG Capital, Sequoia Capital China | NA | 188000000 | 6 | 1 |
| XiaoZhu | 1.50 | 2017-11-01 | China | Beijing | Travel | Morningside Ventures, Capital Today, JOY Capital | 2012-01-01 | 500000000 | 12 | 1 |
| JOLLY Information Technology | 1.50 | 2018-05-29 | China | Hangzhou | E-commerce & direct-to-consumer | Legend Capital, CDH Investments, Sequoia Capital China | 2008-01-01 | 100120000 | 10 | 1 |
| Yijiupi | 1.50 | 2018-09-20 | China | Beijing | Consumer & retail | Source Code Capital, Meituan Dianping, Tencent Holdings | 2014-01-01 | 547270000 | 13 | 3 |
| Cambridge Mobile Telematics | 1.50 | 2018-12-19 | United States | Cambridge | Mobile & telecommunications | SoftBank Group | 2010-01-01 | 502500000 | 1 | NA |
| Collective Health | 1.50 | 2019-06-17 | United States | San Francisco | Fintech | New Enterprise Associates, Founders Fund, Google Ventures | 2013-01-01 | 714000000 | 27 | 4 |
| Strava | 1.50 | 2020-11-16 | United States | San Francisco | Internet software & services | Jackson Square Ventures, Madrone Capital Partners, Sequoia Capital | 2009-01-01 | 179850000 | 7 | 6 |
| Zenoti | 1.50 | 2020-12-15 | United States | Bellevue | Internet software & services | Norwest Venture Partners, Accel, Tiger Global Management | 2010-01-01 | 341680000 | 9 | 4 |
| K Health | 1.50 | 2021-01-19 | United States | New York | Health | Max Ventures, Mangrove Capital Partners, 14W | 2016-01-01 | 278000000 | 19 | 1 |
| Uplight | 1.50 | 2021-03-03 | United States | Boulder | Other | Rubicon Technology Partners, Max Ventures, Inclusive Capital Partners | NA | 278000000 | 19 | 1 |
| ID.me | 1.50 | 2021-03-19 | United States | McLean | Cybersecurity | Moonshots Capital, BoxGroup, Blu Venture Investors | 2010-01-01 | 273070000 | 31 | 3 |
| Snapdocs | 1.50 | 2021-05-25 | United States | San Francisco | Fintech | Sequoia Capital, Y Combinator, F-Prime Capital | 2012-01-01 | 250000000 | 13 | 1 |
| Ledger | 1.50 | 2021-06-10 | France | Paris | Hardware | Digital Currency Group, Draper Esprit, Korelya Capital | 2014-01-01 | 466380000 | 46 | 4 |
| Next Silicon | 1.50 | 2021-06-14 | Israel | Tel Aviv | Hardware | Amiti Ventures, Playground Global, Aleph | 2018-01-01 | 226600000 | 9 | 1 |
| YunQuNa | 1.50 | 2021-06-29 | China | Shanghai | Supply chain, logistics, & delivery | Source Code Capital, Coatue Management, DCM Ventures | 2015-01-01 | 342370000 | 10 | 1 |
| Impact | 1.50 | 2021-07-13 | United States | Santa Barbara | Internet software & services | Redpoint Ventures, Providence Equity Partners, Silversmith Capital Partners | 2008-01-01 | 274150000 | 6 | 2 |
| SmartRecruiters | 1.50 | 2021-07-20 | United States | San Francisco | Internet software & services | Mayfield Fund, Insight Partners, Rembrandt Venture Partners | 2010-01-01 | 214550000 | 7 | 4 |
| NotCo | 1.50 | 2021-07-26 | Chile | Santiago | Artificial Intelligence | Kaszek Ventures, SOSV, Tiger Global Management | 2015-01-01 | 395840000 | 18 | 1 |
| Culture Amp | 1.50 | 2021-07-29 | Australia | Richmond | Internet software & services | Felicis Ventures, Index Ventures, Blackbird Ventures | 2011-01-01 | 258300000 | 12 | 4 |
| TaxBit | 1.50 | 2021-08-04 | United States | Draper | Fintech | Insight Partners, Coinbase Ventures, PayPal Ventures | 2018-01-01 | 235750000 | 21 | 1 |
| Pacaso | 1.50 | 2021-03-24 | United States | Cincinnati | Fintech | Global Founders Capital, Shea Ventures, Greycroft | 2020-01-01 | 1467000000 | 16 | 2 |
| 1047 Games | 1.50 | 2021-09-14 | United States | Zephyr Cove | Internet software & services | VGames, Lakestar, Galaxy Interactive | 2017-01-01 | 126500000 | 10 | 1 |
| Matillion | 1.50 | 2021-09-15 | United Kingdom | Altrincham | Data management & analytics | Scale Venture Partners, Sapphire Ventures, Battery Ventures | 2011-01-01 | 310320000 | 8 | 2 |
| Persona | 1.50 | 2021-09-15 | United States | San Francisco | Cybersecurity | Coatue Management, Index Ventures, Founders Fund | 2018-01-01 | 217500000 | 6 | 1 |
| Whatnot | 1.50 | 2021-09-16 | United States | Marina del Rey | E-commerce & direct-to-consumer | Y Combinator, Andreessen Horowitz, Wonder Ventures | 2019-01-01 | 224150000 | 22 | 1 |
| Ascend Money | 1.50 | 2021-09-27 | Thailand | Bangkok | Fintech | Ant Group, Charoen Pokphand Group, Bow Wave Capital | 2013-01-01 | 150000000 | 3 | 1 |
| Andela | 1.50 | 2021-09-29 | United States | New York | Internet software & services | Spark Capital, Google Ventures, CRE Venture Capital | 2014-01-01 | 374610000 | 29 | 4 |
| Built | 1.50 | 2021-09-30 | United States | Nashville | Internet software & services | Nyca Partners, Index Ventures, Technology Crossover Ventures | 2015-01-01 | 268120000 | 22 | 3 |
| candy.com | 1.50 | 2021-10-21 | United States | New York | Fintech | Insight Partners, Softbank Group, Connect Ventures | 2021-01-01 | 100000000 | 9 | 1 |
| Devo | 1.50 | 2021-10-26 | United States | Cambridge | Data management & analytics | Insight Partners, Kibo Ventures, Bessemer Venture Partners | 2011-01-01 | 381000000 | 10 | 3 |
| CoinList | 1.50 | 2021-10-15 | United States | San Francisco | Fintech | Accomplice, Polychain Capital, GoldenTree Asset Management | 2017-01-01 | 169200000 | 21 | 2 |
| Lusha | 1.50 | 2021-11-10 | United States | New York | Internet software & services | PSG, ION Crossover Partners | 2016-01-01 | 245000000 | 2 | 1 |
| CureFit | 1.50 | 2021-11-10 | India | Bengaluru | Health | Chiratae Ventures, Accel, Kalaari Capital | 2016-01-01 | 679400000 | 42 | 5 |
| Solugen | 1.50 | 2021-09-10 | United States | Houston | Other | Fifty Years Fund, Refactor Capital, Temasek | 2016-01-01 | 443070000 | 20 | 1 |
| Olist | 1.50 | 2021-12-15 | Brazil | Curitiba | E-commerce & direct-to-consumer | Redpoint e.ventures, Valor Capital Group, SoftBank Latin America Fund | 2015-01-01 | 318750000 | 13 | 2 |
| Paradox | 1.50 | 2021-12-27 | United States | Scottsdale | Internet software & services | Brighton Park Capital, Blue Cloud Ventures, Workday Ventures | 2016-01-01 | 253460000 | 14 | 1 |
| Airbyte | 1.50 | 2021-12-17 | United States | San Francisco | Internet software & services | Accel, Benchmark, SV Angel | 2020-01-01 | 181350000 | 14 | 1 |
| StoreDot | 1.50 | 2022-01-04 | Israel | Herzliya | Other | Samsung Ventures, SingulariTeam, BP Ventures | 2012-01-01 | 206000000 | 14 | 4 |
| Il Makiage | 1.50 | 2022-01-10 | United States | New York | E-commerce & direct-to-consumer | L Catterton, Franklin Templeton, First Light Capital Group | 2018-01-01 | 29000000 | 5 | 1 |
| Spendesk | 1.50 | 2022-01-18 | France | Paris | Fintech | Index Ventures, Eight Roads Ventures, General Atlantic | 2015-01-01 | 300340000 | 14 | 2 |
| Veriff | 1.50 | 2022-01-26 | Estonia | Tallinn | Artificial Intelligence | Accel, Institutional Venture Partners, Tiger Global Management | 2015-01-01 | 192320000 | 15 | 2 |
| Athelas | 1.50 | 2022-01-31 | United States | Mountain View | Health | Sequoia Capital, General Catalyst, Human Capital | 2016-01-01 | 136080000 | 11 | 1 |
| ElasticRun | 1.50 | 2022-02-07 | India | Pune | Supply chain, logistics, & delivery | Kalaari Capital, Norwest Venture Partners, Prosus Ventures | 2016-01-01 | 432110000 | 9 | 4 |
| Veho | 1.50 | 2021-12-21 | United States | Boulder | Supply chain, logistics, & delivery | General Catalyst, Origin Ventures, Fontinalis Partners | 2016-01-01 | 299280000 | 12 | 2 |
| Temporal | 1.50 | 2022-02-16 | United States | Bellevue | Internet software & services | Amplify Partners, Addition, Madrona Venture Group | 2019-01-01 | 121750000 | 5 | 1 |
| Fabric | 1.50 | 2022-02-24 | United States | Bellevue | E-commerce & direct-to-consumer | Redpoint Ventures, Norwest Venture Partners, Sierra Ventures | 2017-01-01 | 292580000 | 11 | 2 |
| MOLOCO | 1.50 | 2021-04-29 | United States | Redwood City | Artificial Intelligence | Smilegate Investment, DSC Investments, KTB Ventures | 2013-01-01 | 187570000 | 8 | 3 |
| Yipin Shengxian | 1.49 | 2019-03-11 | China | Hefei | E-commerce & direct-to-consumer | Eastern Bell Capital, Capital Today, Longzhu Capital | 2017-01-01 | 658490000 | 4 | NA |
| Bordrin Motors | 1.48 | 2019-06-03 | China | Shanghai | Auto & transportation | China Grand Prosperity Investment, CSC Group | 2016-01-01 | 361000000 | 7 | NA |
| Coocaa | 1.45 | 2018-03-16 | China | Shenzhen | Hardware | Baidu, Tencent Holdings | 2006-01-01 | 226600000 | 4 | 3 |
| Juma Peisong | 1.45 | 2018-11-26 | China | Chengdu | Supply chain, logistics, & delivery | Ding Xiang Capital, New Hope Fund, Sino-Ocean Capital | 2011-01-01 | 281380000 | 7 | NA |
| Ouyeel | 1.45 | 2019-06-27 | China | Shanghai | Internet software & services | Taigang Venture Capital | 2015-01-01 | 433720000 | 18 | NA |
| Gymshark | 1.45 | 2020-08-14 | United Kingdom | Solihull | E-commerce & direct-to-consumer | General Atlantic | 2012-01-01 | 300000000 | 1 | 1 |
| Zeta | 1.45 | 2021-05-24 | United States | San Francisco | Fintech | Sodexo Ventures, SoftBank Group | 2015-01-01 | 303000000 | 5 | 3 |
| M1 Finance | 1.45 | 2021-07-14 | United States | Chicago | Fintech | Left Lane Capital, Clocktower Technology Ventures, Jump Capital | 2015-01-01 | 328170000 | 7 | 3 |
| Aleo | 1.45 | 2022-02-07 | United States | San Francisco | Cybersecurity | Slow Ventures, Andreessen Horowitz, SoftBank Group | 2019-01-01 | 228000000 | 18 | 1 |
| Einride | 1.44 | 2021-12-31 | Sweden | Stockholm | Auto & transportation | Temasek, BUILD Capital Partners, Northzone Ventures | 2016-01-01 | 150820000 | 20 | 4 |
| Justworks | 1.43 | 2020-01-28 | United States | New York | Internet software & services | Index Ventures, Thrive Capital, Bain Capital Ventures | 2012-01-01 | 143000000 | 9 | 3 |
| SonderMind | 1.42 | 2021-07-28 | United States | Denver | Health | Kickstart Fund, General Catalyst, Drive Capital | 2014-01-01 | 276070000 | 18 | NA |
| Papa | 1.40 | 2021-11-04 | United States | Miami | Health | Initialized Capital, Canaan Partners, Sound Ventures | 2016-01-01 | 242050000 | 14 | 1 |
| Figment | 1.40 | 2021-12-20 | Canada | Toronto | Internet software & services | Bonfire Ventures, Two Sigma Ventures, FJ Labs | 2018-01-01 | 163840000 | 24 | 2 |
| Envoy | 1.40 | 2022-01-11 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Initialized Capital, TriplePoint Capital | 2013-01-01 | 203500000 | 15 | 2 |
| Deliverect | 1.40 | 2022-01-24 | Belgium | Ghent | Fintech | Newion Partners, SmartFin Capital, OMERS Ventures | 2018-01-01 | 235890000 | 8 | 1 |
| SparkCognition | 1.40 | 2022-01-25 | United States | Austin | Artificial Intelligence | March Capital Partners, Temasek, Doha Venture Capital | 2013-01-01 | 290880000 | 34 | 4 |
| Firebolt | 1.40 | 2022-01-26 | Israel | Tel Aviv | Data management & analytics | TLV Partners, Zeev Ventures, Bessemer Venture Partners | 2019-01-01 | 264000000 | 9 | 1 |
| Koudai | 1.40 | 2014-10-23 | China | Beijing | E-commerce & direct-to-consumer | New Enterprise Associates, Tiger Global management, Tencent | 2010-01-01 | 362000000 | 11 | 1 |
| Symphony | 1.40 | 2017-05-16 | United States | New York | Fintech | BNP Paribas, Goldman Sachs, Google | 2014-01-01 | 461000000 | 26 | 4 |
| Yidian Zixun | 1.40 | 2017-10-17 | China | Beijing | Mobile & telecommunications | Phoenix New Media, Tianjin Haihe Industry Fund | 2021-01-01 | 15000000 | 2 | NA |
| Cabify | 1.40 | 2018-01-22 | Spain | Madrid | Auto & transportation | Seaya Ventures, Otter Rock Capital, Rakuten | 2011-01-01 | 481470000 | 22 | 4 |
| Hive Box | 1.40 | 2018-01-23 | China | Shenzhen | Supply chain, logistics, & delivery | Eastern Bell Capital, SF Holding Co, STO Express | 2015-01-01 | 1240000000 | 16 | 2 |
| Deezer | 1.40 | 2018-08-02 | France | Paris | Internet software & services | Orange Digital Ventures, Access Industries | 2007-01-01 | 481800000 | 11 | 3 |
| Away | 1.40 | 2019-05-15 | United States | New York | E-commerce & direct-to-consumer | Global Founders Capital, Comcast Ventures, Forerunner Ventures | 2015-01-01 | 181100000 | 11 | 4 |
| Kong | 1.40 | 2020-12-31 | United States | San Francisco | Internet software & services | New Enterprise Associates, CRV, Index Ventures | 2007-01-01 | 170500000 | 17 | 3 |
| Epidemic Sound | 1.40 | 2021-03-11 | Sweden | Stockholm | Internet software & services | EQT Partners, Blackstone | 2009-01-01 | 476140000 | 9 | 6 |
| Yotpo | 1.40 | 2021-03-18 | United States | New York | Internet software & services | Bessemer Venture Partners, Vintage Investment Partners, Blumberg Capital | 2011-01-01 | 436000000 | 20 | 3 |
| Rebel Foods | 1.40 | 2021-10-07 | India | Pune | E-commerce & direct-to-consumer | Sequoia Capital India, Lightbox Ventures, Coatue Management | 2011-01-01 | 495210000 | 18 | 7 |
| Coda | 1.40 | 2021-07-08 | United States | Mountain View | Internet software & services | Greylock Partners, General Catalyst, Khosla Ventures | NA | 495210000 | 18 | 7 |
| Stash | 1.40 | 2021-02-03 | United States | New York | Fintech | Goodwater Capital, Entree Capital, Valar Ventures | 2015-01-01 | 439250000 | 13 | 6 |
| Phenom People | 1.40 | 2021-04-07 | United States | Ambler | Internet software & services | Sierra Ventures, AXA Venture Partners, Sigma Prime Ventures | 2011-01-01 | 163020000 | 13 | 3 |
| GupShup | 1.40 | 2021-04-08 | United States | San Francisco | Internet software & services | Helion Venture Partners, Tiger Global management, CRV | 2011-01-01 | 163020000 | 13 | 3 |
| Degreed | 1.40 | 2021-04-13 | United States | Pleasanton | Edtech | Signal Peak Ventures, Owl Ventures, Jump Capital | 2012-01-01 | 385920000 | 14 | 3 |
| Astranis Space Technologies | 1.40 | 2021-04-14 | United States | San Francisco | Mobile & telecommunications | Refactor Capital, Andreessen Horowitz, Fifty Years Fund | 2015-01-01 | 358070000 | 26 | 2 |
| Scalable Capital | 1.40 | 2021-06-08 | Germany | Munich | Fintech | BlackRock, Tengelmann Ventures, Holtzbrinck Ventures | 2014-01-01 | 314280000 | 10 | 4 |
| VideoAmp | 1.40 | 2021-10-21 | United States | Los Angeles | Internet software & services | Simon Equity Partners, Wavemaker Partners, Anthem Venture Partners | 2014-01-01 | 437100000 | 18 | 3 |
| Panther Labs | 1.40 | 2021-12-02 | United States | San Francisco | Cybersecurity | Innovation Endeavors, s28 Capital, Lightspeed Venture Partners | 2018-01-01 | 140380000 | 8 | 1 |
| Salt Security | 1.40 | 2022-02-10 | United States | Palo Alto | Cybersecurity | Y Combinator, S Capital, Tenaya Capital | 2016-01-01 | 270740000 | 14 | 2 |
| Tripledot Studios | 1.40 | 2022-02-14 | United Kingdom | London | Mobile & telecommunications | Lightspeed Venture Partners, Access Industries, Eldridge | 2017-01-01 | 202000000 | 5 | 2 |
| Pristyn Care | 1.40 | 2021-12-07 | India | Gurugram | Health | Sequoia Capital India, Hummingbird Ventures, Epiq Capital | 2018-01-01 | 176670000 | 16 | 2 |
| Veepee | 1.38 | 2007-07-20 | France | La Plaine Saint-Denis | E-commerce & direct-to-consumer | Summit Partners, Qatar Holding | NA | 202000000 | 5 | 2 |
| Neon | 1.38 | 2022-02-14 | Brazil | Sao Paulo | Fintech | Propel Venture Partners, Monashees+, BBVA | 2016-01-01 | 720420000 | 16 | 2 |
| DeepBlue Technology | 1.35 | 2018-04-16 | China | Shanghai | Artificial Intelligence | DESUN Capital, Yunfeng Capital, Meridian Capital | 2014-01-01 | 79280000 | 10 | NA |
| Klook | 1.35 | 2018-08-07 | Hong Kong | Central | Travel | Sequoia Capital China, Goldman Sachs, Matrix Partners China | 2014-01-01 | 721190000 | 14 | 3 |
| Yaoshibang | 1.35 | 2021-06-15 | China | Guangzhou | Health | Green Pine Capital Partners, Ivy Capital, DCM Ventures | 2015-01-01 | 497190000 | 15 | 2 |
| At-Bay | 1.35 | 2021-07-27 | United States | Mountain View | Fintech | Lightspeed Venture Partners, Khosla Ventures, Munich Re Ventures | 2016-01-01 | 292000000 | 11 | 2 |
| Alloy | 1.35 | 2021-09-30 | United States | New York | Fintech | Bessemer Venture Partners, Eniac Ventures, Canapi Ventures | 2015-01-01 | 155920000 | 12 | 1 |
| Epirus | 1.35 | 2022-02-14 | United States | Hawthorne | Other | 8VC, Bedrock Capital, Broom Ventures | 2018-01-01 | 287390000 | 18 | 1 |
| Signifyd | 1.34 | 2021-04-15 | United States | San Jose | Fintech | Menlo Ventures, Resolute Ventures, IA Ventures | 2011-01-01 | 411200000 | 19 | 7 |
| Motorway | 1.33 | 2021-11-29 | United Kingdom | London | E-commerce & direct-to-consumer | Marchmont Ventures, BMW i Ventures, Index Ventures | 2017-01-01 | 274590000 | 10 | 1 |
| RIDI | 1.33 | 2022-02-28 | South Korea | Seoul | E-commerce & direct-to-consumer | Atinum Investment, Company K Partners, GIC | 2008-01-01 | 331230000 | 14 | 5 |
| 1.32 | 2015-07-22 | United States | Palo Alto | Internet software & services | Kleiner Perkins Caufield & Byers, Comcast Ventures, Insight Partners | 2010-01-01 | 210500000 | 19 | 5 | |
| Grove Collaborative | 1.32 | 2019-09-06 | United States | San Francisco | E-commerce & direct-to-consumer | MHS Capital, NextView Ventures, Mayfield Fund | 2016-01-01 | 453010000 | 21 | 5 |
| GPclub | 1.32 | 2018-10-22 | South Korea | Seoul | Other | Goldman Sachs | 2003-01-01 | 66160000 | 1 | 1 |
| Tongdun Technology | 1.32 | 2019-04-25 | China | Hangzhou | Cybersecurity | Advantech Capital, Temasek Holdings Ltd., Tiantu Capital Co. | 2013-01-01 | 361440000 | 17 | 5 |
| Athletic Greens | 1.32 | 2022-01-25 | United States | New York | Health | SC.Holdings, Not Boring Capital, Bolt Ventures | 2010-01-01 | 115000000 | 33 | 1 |
| Unisound | 1.31 | 2018-07-19 | China | Beijing | Artificial Intelligence | Qiming Venture Partners, China Internet Investment Fund, Qualcomm Ventures | 2012-01-01 | 339110000 | 15 | 3 |
| Alzheon | 1.31 | 2020-09-30 | United States | Framingham | Health | ARCH Venture Partners, Ally Bridge Group | 2013-01-01 | 94400000 | 4 | 2 |
| HeartFlow | 1.30 | 2017-12-04 | United States | Redwood City | Health | BlueCross BlueShield Venture Partners, US Venture Partners | 2007-01-01 | 542410000 | 12 | 9 |
| Trax | 1.30 | 2019-07-22 | Singapore | Artificial intelligence | Ventures and Funds | NA | 2010-01-01 | 1013000000 | 10 | 5 |
| You & Mr Jones | 1.30 | 2019-11-19 | United States | New York | Other | Undisclosed | NA | 1013000000 | 10 | 5 |
| InSightec | 1.30 | 2020-03-06 | Israel | Tirat Carmel | Health | York Capital Management, GE Healthcare, Koch Disruptive Technologies | 1999-01-01 | 559050000 | 11 | 3 |
| Everly Health | 1.30 | 2020-12-03 | United States | Austin | E-commerce & direct-to-consumer | Highland Capital Partners, Next Coast Ventures, SoGal Ventures | 2015-01-01 | 230550000 | 18 | 3 |
| Manner | 1.30 | 2020-12-24 | China | Shanghai | Other | Coatue Management, H Capital, Capital Today | 2015-01-01 | 11540000 | 6 | 2 |
| TalkingData | 1.30 | 2021-01-06 | China | Beijing | Mobile & telecommunications | N5 Capital, CR Capital Mgmt, JD Digits | 2013-01-01 | 310000000 | 7 | 1 |
| DistroKid | 1.30 | 2021-08-16 | United States | New York | Internet software & services | Insight Partners, Silversmith Capital Partners, Spotify | 2013-01-01 | NA | 3 | 1 |
| Konfio | 1.30 | 2021-09-29 | Mexico | Mexico City | Fintech | Kaszek Ventures, QED Investors, International Finance Corporation | 2013-01-01 | 824590000 | 16 | 3 |
| Betterment | 1.30 | 2021-09-29 | United States | New York | Fintech | Bessemer Venture Partners, Menlo Ventures, Anthermis | 2010-01-01 | 435000000 | 20 | 7 |
| Flock Freight | 1.30 | 2021-10-20 | United States | Encinitas | Supply chain, logistics, & delivery | SignalFire, GLP Capital Partners, Google Ventures | 2015-01-01 | 399700000 | 9 | 2 |
| YugaByte | 1.30 | 2021-10-28 | United States | Sunnyvale | Data management & analytics | Lightspeed Venture Partners, Dell Technologies Capital, Wipro Ventures | 2016-01-01 | 290000000 | 10 | 3 |
| Lukka | 1.30 | 2022-01-14 | United States | New York | Fintech | Liberty City Ventures, Soros Fund Management, Summer Capital | 2014-01-01 | 207300000 | 13 | 4 |
| TravelPerk | 1.30 | 2022-01-12 | Spain | Barcelona | Travel | LocalGlobe, Kinnevik, Felix Capital | 2015-01-01 | 408580000 | 15 | 3 |
| iTrustCapital | 1.30 | 2022-01-11 | United States | Long Beach | Fintech | Left Lane Capital, Walden Venture Capital | 2018-01-01 | 125000000 | 2 | 1 |
| Domestika | 1.30 | 2022-01-27 | United States | Berkeley | Internet software & services | Zeev Ventures, GSV Ventures | 2012-01-01 | 200000000 | 2 | 2 |
| CoinTracker | 1.30 | 2022-01-27 | United States | San Francisco | Fintech | Initialized Capital, General Catalyst, Kraken Ventures | 2017-01-01 | 101620000 | 17 | 1 |
| Loadsmart | 1.30 | 2022-02-01 | United States | New York | Supply chain, logistics, & delivery | Chromo Invest, Maersk Growth, BlackRock | 2014-01-01 | 345200000 | 10 | 2 |
| TUNGEE | 1.30 | 2021-12-15 | China | Guangzhou | Artificial Intelligence | UNITY VENTURES, Qiming Venture Partners, GGV Capital | 2016-01-01 | 171050000 | 9 | 1 |
| Cava Group | 1.30 | 2021-04-27 | United States | Washington | Other | SWaN & Legend Ventures, Revolution Growth, Invus Group | 2010-01-01 | 678350000 | 8 | 3 |
| Starry | 1.29 | 2018-07-03 | United States | Boston | Mobile & telecommunications | Social Capital, Bessemer Venture Partners | 2014-01-01 | 163000000 | 7 | 4 |
| Intercom | 1.28 | 2018-03-27 | United States | San Francisco | Internet software & services | FirstMark Capital, Tiger Global Management | 2011-01-01 | 240250000 | 20 | 5 |
| OVO Energy | 1.28 | 2019-02-14 | United Kingdom | Bristol | Other | Mitsubishi Corporation, Mayfair Equity Partners | 2009-01-01 | 256000000 | 2 | 2 |
| Huisuanzhang | 1.28 | 2021-05-24 | China | Beijing | Fintech | IDG Capital, Gaocheng Capital, Chuanrong Capital | 2015-01-01 | 227340000 | 15 | 3 |
| WTOIP | 1.27 | 2018-04-08 | China | Guangzhou | Internet software & services | Dark Horse Technology Group, Hopu Investment Management, Kefa Capital | NA | 306980000 | 11 | 1 |
| BigID | 1.25 | 2020-12-16 | United States | New York | Cybersecurity | BOLDstart Ventures, SAP.iO Fund, Scale Venture Partners | 2015-01-01 | 246100000 | 19 | 4 |
| Kuaikan Manhua | 1.25 | 2017-12-01 | China | Beijing | Internet software & services | Sequoia Capital China, CMC Capital Partners, Tencent Holdings | 2014-01-01 | 595000000 | 14 | 3 |
| Marshmallow | 1.25 | 2021-09-08 | United Kingdom | London | Fintech | Passion Capital, Hedosophia, Outrun Ventures | 2017-01-01 | 116200000 | 6 | 2 |
| Honor Technology | 1.25 | 2021-10-05 | United States | San Francisco | Internet software & services | Andreessen Horowitz, Prosus Ventures, Thrive Capital | 2014-01-01 | 622120000 | 53 | 4 |
| Mythical Games | 1.25 | 2021-11-04 | United States | Sherman Oaks | Internet software & services | Javelin Venture Partners, Struck Capital, Alumni Ventures Group | 2018-01-01 | 260000000 | 31 | 1 |
| Incode Technologies | 1.25 | 2021-12-07 | United States | San Francisco | Cybersecurity | Dila Capital, Framework Ventures, 3L | 2015-01-01 | 255000000 | 12 | 1 |
| Tackle.io | 1.25 | 2021-12-21 | United States | Boise | Internet software & services | Andreessen Horowitz, Bessemer Venture Partners, Coatue Management | 2016-01-01 | 155900000 | 4 | 1 |
| Flipdish | 1.25 | 2022-01-13 | Ireland | Dublin | Internet software & services | Tencent Holdings, Tiger Global Management, Global Founders Capital | 2015-01-01 | 156340000 | 6 | 1 |
| Route | 1.25 | 2022-01-21 | United States | Lehi | Supply chain, logistics, & delivery | Madrona Venture Group, Banner Ventures, FJ Labs | 2018-01-01 | 247000000 | 11 | 1 |
| CaptivateIQ | 1.25 | 2022-01-26 | United States | San Francisco | Fintech | Sequoia Capital, Y Combinator, Accel | 2014-01-01 | 159120000 | 8 | 1 |
| BrewDog | 1.24 | 2017-04-10 | United Kingdom | Aberdeen | Consumer & retail | TSG Consumer Partners, Crowdcube | 2007-01-01 | 296770000 | 4 | 1 |
| Enflame | 1.24 | 2021-01-05 | China | Shanghai | Hardware | Tencent Holdings, Delta Capital, Redpoint Ventures China | 2018-01-01 | 470520000 | 18 | 1 |
| EQRx | 1.23 | 2021-01-11 | United States | Cambridge | Health | Nextech Invest, Casdin Capital, Google Ventures | 2020-01-01 | 700000000 | 8 | 1 |
| Nexii | 1.23 | 2021-09-08 | Canada | Vancouver | Other | Trane Technologies, Honeywell | 2020-01-01 | 101970000 | 4 | 2 |
| GalaxySpace | 1.22 | 2020-11-17 | China | Beijing | Mobile & telecommunications | Shunwei Capital Partners, 5Y Capital, Legend Capital | 2016-01-01 | NA | 12 | 3 |
| Spiber | 1.22 | 2021-09-08 | Japan | Tsuruoka | Other | Cool Japan Fund, JAFCO, The Carlyle Group | 2007-01-01 | 911620000 | 22 | 2 |
| Insider | 1.22 | 2022-02-28 | Turkey | Istanbul | Internet software & services | Wamda Capital, Endeavor, Riverwood Capital | 2012-01-01 | 166200000 | 9 | 3 |
| Yiguo | 1.20 | 2016-11-09 | China | Shanghai | Supply chain, logistics, & delivery | Alibaba Group, KKR, Goldman Sachs | 2005-01-01 | 800000000 | 12 | 1 |
| Fair | 1.20 | 2018-12-20 | United States | Santa Monica | Auto & transportation | CreditEase Fintech Investment Fund, BMW i Ventures, SoftBank Group | NA | 20000000 | NA | 1 |
| Glossier | 1.20 | 2019-03-19 | United States | New York | Consumer & retail | Forerunner Ventures, Institutional Venture Partners, Thrive Capital | 2014-01-01 | 267400000 | 16 | 3 |
| Workhuman | 1.20 | 2020-06-23 | Ireland | Dublin | Internet software & services | ICG | 1999-01-01 | 11300000 | 3 | 3 |
| Qumulo | 1.20 | 2020-07-16 | United States | Seattle | Data management & analytics | Madrona Venture Group, Kleiner Perkins Caufield & Byers, Highland Capital Partners | 2012-01-01 | 345500000 | 12 | 5 |
| Tealium | 1.20 | 2021-02-03 | United States | San Diego | Internet software & services | Georgian Partners, Silver Lake, Presidio Ventures | 2008-01-01 | 263900000 | 15 | 8 |
| Public | 1.20 | 2021-02-17 | United States | New York | Fintech | Accel, Greycroft, Advancit Capital | 2008-01-01 | 263900000 | 15 | 8 |
| Axonius | 1.20 | 2021-03-01 | United States | New York | Cybersecurity | Vertex Ventures Israel, Bessemer Venture Partners, Emerge | 2017-01-01 | 195000000 | 14 | 1 |
| Savage X Fenty | 1.20 | 2021-03-16 | United States | El Segundo | E-commerce & direct-to-consumer | Speedinvest, Valar Ventures, Uniqa Ventures | 2018-01-01 | 310000000 | 9 | 1 |
| Pipa Coding | 1.20 | 2021-03-25 | China | Beijing | Edtech | Source Code Capital, XVC Venture Capital, Hillhouse Capital Management | 2017-01-01 | 267730000 | 11 | 2 |
| Pilot.com | 1.20 | 2021-03-26 | United States | San Francisco | Fintech | Index Ventures, Sequoia Capital, Bezos Expeditions | NA | NA | 1 | NA |
| Aibee | 1.20 | 2021-04-13 | China | Beijing | Artificial Intelligence | Sequoia Capital China, Lenovo Capital and Incubator, Group GSR Ventures | 2017-01-01 | 175310000 | 22 | 3 |
| Vectra Networks | 1.20 | 2021-04-29 | United States | San Jose | Artificial Intelligence | IA Ventures, Khosla Ventures, AME Cloud Ventures | 2011-01-01 | 352480000 | 15 | 4 |
| Ada Support | 1.20 | 2021-05-07 | Canada | Toronto | Artificial Intelligence | Version One Ventures, Bessemer Venture Partners, FirstMark Capital | 2016-01-01 | 190730000 | 11 | 1 |
| Inari | 1.20 | 2021-05-12 | United States | Cambridge | Other | Flagship Pioneering, Alexandria Venture Investments, Investment Corporation of Dubai | 2016-01-01 | 397000000 | 10 | 2 |
| Alation | 1.20 | 2021-06-03 | United States | Redwood City | Internet software & services | Costanoa Ventures, Data Collective, Salesforce Ventures | 2012-01-01 | 192000000 | 16 | 4 |
| Forto | 1.20 | 2021-06-21 | Germany | Berlin | Supply chain, logistics, & delivery | Cherry Ventures, Northzone Ventures, Global Founders Capital | 2016-01-01 | 615830000 | 20 | 3 |
| SmartMore | 1.20 | 2021-06-24 | China | Shenzhen | Artificial Intelligence | IDG Capital, ZhenFund, Sequoia Capital China | 2019-01-01 | 300000000 | 10 | 1 |
| Rohlik | 1.20 | 2021-07-01 | Czech Republic | Prague | Supply chain, logistics, & delivery | Partech Partners, Index Ventures, Quadrille Capital | 2019-01-01 | 300000000 | 10 | 1 |
| Prime Medicine | 1.20 | 2021-07-13 | United States | Cambridge | Health | Newpath Partners, Google Ventures, F-Prime Capital | 2019-01-01 | 315000000 | 11 | 1 |
| FloQast | 1.20 | 2021-07-21 | United States | Los Angeles | Fintech | Polaris Partners, Insight Partners, Norwest Venture Partners | 2013-01-01 | 181500000 | 11 | 3 |
| MindTickle | 1.20 | 2021-08-03 | United States | San Francisco | Internet software & services | Qualcomm Ventures, Accel, Canaan Partners | 2012-01-01 | 281300000 | 9 | 5 |
| UpGrad | 1.20 | 2021-08-09 | India | Mumbai | Edtech | Qualcomm Ventures, Accel, Canaan Partners | 2015-01-01 | 361230000 | 5 | 3 |
| DailyPay | 1.20 | 2021-05-18 | United States | New York | Fintech | RPM Ventures, Inspiration Ventures, Carrick Capital Partners | 2016-01-01 | 517500000 | 8 | 3 |
| Oda | 1.20 | 2021-06-02 | Norway | Oslo | E-commerce & direct-to-consumer | Kinnevik, Softbank Group, Prosus Ventures | 2013-01-01 | 201960000 | 10 | 6 |
| Offchain Labs | 1.20 | 2021-08-31 | United States | Princeton | Internet software & services | Pantera Capital, Polychain Capital, Lightspeed Venture Partners | 2018-01-01 | 123700000 | 12 | 1 |
| Copado | 1.20 | 2021-09-13 | United States | Chicago | Data management & analytics | Insight Partners, Salesforce Ventures, Perpetual Investors | 2013-01-01 | 276050000 | 10 | 3 |
| Gem | 1.20 | 2021-09-28 | United States | San Francisco | Internet software & services | Accel, Greylock Partners, Meritech Capital Partners | 2017-01-01 | 146000000 | 5 | 1 |
| CarDekho | 1.20 | 2021-10-13 | India | Jaipur | E-commerce & direct-to-consumer | Sequoia Capital India, Hillhouse Capital Management, Sunley House Capital Management | 2008-01-01 | 536100000 | 22 | 6 |
| MyGlamm | 1.20 | 2021-11-10 | India | Mumbai | E-commerce & direct-to-consumer | L’Occitane, Trifecta Capital, Bessemer Venture Partners | 2015-01-01 | 283880000 | 18 | 6 |
| AgentSync | 1.20 | 2021-12-07 | United States | Denver | Fintech | Craft Ventures, Caffeinated Capital, Operator Collective | 2018-01-01 | 111100000 | 12 | 3 |
| Jokr | 1.20 | 2021-12-02 | United States | New York | E-commerce & direct-to-consumer | GGV Capital, Tiger Global Management, Greycroft | 2021-01-01 | 430000000 | 15 | 1 |
| Merama | 1.20 | 2021-12-09 | Mexico | Mexico City | E-commerce & direct-to-consumer | SoftBank Latin America Fund, Advent International, Balderton Capital | 2020-01-01 | 445000000 | 12 | 3 |
| SeekOut | 1.20 | 2022-01-12 | United States | Bellevue | Internet software & services | Mayfield, Madrona Venture Group, Tiger Global Management | 2017-01-01 | 188200000 | 4 | 2 |
| BigPanda | 1.20 | 2022-01-12 | United States | Mountain View | Artificial Intelligence | Advent International, Battery Ventures, Sequoia Capital Israel | 2012-01-01 | 292500000 | 11 | 4 |
| Phantom | 1.20 | 2022-01-31 | United States | San Francisco | Fintech | Paradigm, Andreessen Horowitz, Jump Capital | 2021-01-01 | 118500000 | 9 | 1 |
| LivSpace | 1.20 | 2022-02-08 | India | Bengaluru | E-commerce & direct-to-consumer | Jungle Ventures, Helion Venture Partners, INGKA Investments | 2015-01-01 | 371690000 | 21 | 3 |
| Xpressbees | 1.20 | 2022-02-09 | India | Pune | Supply chain, logistics, & delivery | Norwest Venture Partners, Investcorp, Blackstone | 2012-01-01 | 472940000 | 13 | 3 |
| Helium Systems | 1.20 | 2022-02-22 | United States | San Francisco | Internet software & services | FirstMark Capital, Tiger Global Management, FTX Venture | 2013-01-01 | 251000000 | 16 | 3 |
| GrubMarket | 1.20 | 2021-09-14 | United States | San Francisco | E-commerce & direct-to-consumer | GGV Capital, BlackRock, ACE & Company | 2013-01-01 | 396060000 | 55 | 5 |
| L&P Cosmetic | 1.19 | 2016-01-01 | South Korea | Seoul | Consumer & retail | CDIB Capital | 2009-01-01 | 118640000 | 4 | 4 |
| Mininglamp Technology | 1.19 | 2019-03-27 | China | Beijing | Artificial Intelligence | Russia-China Investment Fund, Tencent Holdings, Sequoia Capital China | 2014-01-01 | 1003000000 | 19 | NA |
| Luoji Siwei | 1.18 | 2017-07-20 | China | Beijing | Edtech | Sequoia Capital China, Qiming Venture Partners, Tencent Holdings | 2012-01-01 | 188150000 | 8 | 2 |
| Yimidida | 1.17 | 2019-01-14 | China | Shanghai | Supply chain, logistics, & delivery | Source Code Capital, Global Logistic Properties, K2VC | 2015-01-01 | 553610000 | 14 | 2 |
| Modern Health | 1.17 | 2021-02-11 | United States | San Francisco | Health | Kleiner Perkins Caufield & Byers, Afore Capital, Founders Fund | 2017-01-01 | 168060000 | 16 | 1 |
| IRL | 1.17 | 2021-06-15 | United States | San Francisco | Internet software & services | Goodwater Capital, Floodgate, Founders Fund | 2017-01-01 | 197000000 | 12 | 2 |
| Tuhu | 1.16 | 2018-09-15 | China | Shanghai | Auto & transportation | Qiming Venture Partners, Yaxia Automobile, Far East Horizon | 2011-01-01 | 580450000 | 19 | 2 |
| SVOLT | 1.16 | 2020-06-08 | China | Changzhou | Auto & transportation | IDG Capital, Bank Of China Group Investment,, SDIC CMC Investment Management | 2018-01-01 | 3207000000 | 30 | 2 |
| CloudBees | 1.15 | 2021-12-09 | United States | San Jose | Data management & analytics | Matrix Partners, Lightspeed Venture Partners, Verizon Ventures | 2010-01-01 | 368260000 | 11 | 5 |
| LifeMiles | 1.15 | 2015-07-13 | Colombia | Bogota | Other | Advent International | 2011-01-01 | 343700000 | 1 | 1 |
| Venafi | 1.15 | 2020-12-10 | United States | Salt Lake City | Cybersecurity | Pelion Venture Partners, Foundation Capital, Thoma Bravo | 2000-01-01 | 174000000 | 13 | 4 |
| Guideline | 1.15 | 2021-06-16 | United States | San Mateo | Fintech | Pelion Venture Partners, Foundation Capital, Thoma Bravo | 2015-01-01 | 339000000 | 14 | 4 |
| Rebellion Defense | 1.15 | 2021-09-16 | United States | Washington DC | Artificial Intelligence | Venrock, Innovation Endeavors, Insights Partners | 2019-01-01 | 150000000 | 8 | 1 |
| Elemy | 1.15 | 2021-10-06 | United States | San Francisco | Health | General Catalyst, Bling Capital, Felicis Ventures | NA | 10000 | 1 | NA |
| Happy Money | 1.15 | 2022-02-08 | United States | Tustin | Fintech | FirstMark Capital, Anthemis, CMFG Ventures | 2009-01-01 | 444630000 | 13 | 6 |
| Doctolib | 1.14 | 2019-03-19 | France | Paris | Health | BPI France, Kerala Ventures, Accel | 2013-01-01 | 266980000 | 12 | 3 |
| STORD | 1.13 | 2021-09-13 | United States | Atlanta | Supply chain, logistics, & delivery | Dynamo VC, Susa Ventures, Founders Fund | 2015-01-01 | 201040000 | 20 | 2 |
| TELD | 1.12 | 2019-12-16 | China | Qingdao | Fintech | China Reform Fund, Gaopeng Capital, Jinhui Xingye | 2014-01-01 | 193240000 | 9 | 1 |
| TangoMe | 1.10 | 2014-03-20 | United States | Mountain View | Mobile & telecommunications | Draper Fisher Jurtson, Qualcomm Ventures, Alibaba Group | 2009-01-01 | 373440000 | 15 | 4 |
| AppDirect | 1.10 | 2015-10-07 | United States | San Francisco | E-commerce & direct-to-consumer | Mithril, iNovia Capital, Foundry Group | 2009-01-01 | 558360000 | 10 | 5 |
| Juanpi | 1.10 | 2016-04-14 | China | Wuhan | E-commerce & direct-to-consumer | Tiantu Capital, SAIF Partners China, Newsion Venture Capital | 2012-01-01 | 136050000 | 7 | NA |
| OVH | 1.10 | 2016-08-15 | France | Roubaix | Other | KKR, TowerBrook Capital Partners | 1999-01-01 | 1243000000 | 10 | 1 |
| Eat Just | 1.10 | 2017-11-30 | United States | San Francisco | Consumer & retail | Khosla Ventures, Horizons Ventures, Founders Fund | 2011-01-01 | 706600000 | 34 | 6 |
| GetYourGuide | 1.10 | 2019-05-16 | Germany | Berlin | Travel | Spark Capital, Highland Europe, Sunstone Capital | 2009-01-01 | 884790000 | 22 | 3 |
| Ivalua | 1.10 | 2019-05-21 | United States | Redwood City | Fintech | Ardian, Tiger Global Management, KKR | 2000-01-01 | 133000000 | 4 | 1 |
| Sisense | 1.10 | 2020-01-09 | United States | New York | Data management & analytics | Opus Capital, Genesis Partners, Battery Ventures | 2004-01-01 | 278000000 | 10 | 5 |
| Pharmapacks | 1.10 | 2020-11-12 | United States | Islandia | E-commerce & direct-to-consumer | The Carlyle Group | 2010-01-01 | 476000000 | 10 | 1 |
| Sennder | 1.10 | 2021-01-14 | Germany | Berlin | Supply chain, logistics, & delivery | Accelm Scania Growth Capital, Lakestar | 2015-01-01 | 310020000 | 14 | 3 |
| Nexthink | 1.10 | 2021-02-08 | Switzerland | Prilly | Data management & analytics | Auriga, Galeo Ventures, Highland Europe | 2004-01-01 | 329900000 | 13 | 2 |
| Zego | 1.10 | 2021-03-09 | United Kingdom | London | Fintech | LocalGlobe, Balderton Capital, Target Global | 2016-01-01 | 255500000 | 9 | 2 |
| Rightway | 1.10 | 2021-03-30 | United States | New York | Health | Thrive Capital, Khosla Ventures, Tiger Global Management | 2017-01-01 | 130000000 | 4 | 1 |
| Sunbit | 1.10 | 2021-05-20 | United States | Los Angeles | Fintech | Zeev Ventures, Group11, Chicago Ventures | 2016-01-01 | 197670000 | 8 | 1 |
| Qingting FM | 1.10 | 2021-06-02 | China | Shanghai | Internet software & services | China Culture Industrial Investment Fund, We Capital, China Minsheng Investment Group | NA | 163700000 | 16 | 2 |
| G2 | 1.10 | 2021-06-22 | United States | Chicago | Internet software & services | Pritzker Group Venture Capital, Accel, Hyde Park Venture Partners | 2012-01-01 | 265070000 | 20 | 6 |
| People.ai | 1.10 | 2021-08-11 | United States | San Francisco | Internet software & services | GGV Capital, Lightspeed Venture Partners, ICONIQ Capital | 2017-01-01 | 217000000 | 18 | 2 |
| CoinDCX | 1.10 | 2021-08-10 | India | Maharashtra | Fintech | Polychain Capital, Coinbase Ventures, Jump Capital | 2017-01-01 | 109400000 | 17 | 1 |
| Carousell | 1.10 | 2021-09-15 | Singapore | E-commerce & direct-to-consumer | Ventures and Funds | NA | 2012-01-01 | 443000000 | 16 | 7 |
| apna | 1.10 | 2021-09-15 | India | Bengaluru | Internet software & services | Sequoia Capital India, Rocketship.vc, Lightspeed India Partners | 2019-01-01 | 192500000 | 9 | 2 |
| Karat | 1.10 | 2021-10-13 | United States | Seattle | Internet software & services | 8VC, Norwest Venture Partners, Tiger Global Management | 2014-01-01 | 151600000 | 8 | 2 |
| Enpal | 1.10 | 2021-10-18 | Germany | Berlin | Internet software & services | HV Capital, Softbank Group, BlackRock | 2017-01-01 | 750370000 | 19 | 2 |
| Acko General Insurance | 1.10 | 2021-10-18 | India | Bengaluru | Fintech | Intact Ventures, Munich Re Ventures, General Atlantic | 2016-01-01 | 428000000 | 22 | 4 |
| Daily Harvest | 1.10 | 2021-11-16 | United States | New York | E-commerce & direct-to-consumer | M13, Lightspeed Venture Partners, Lone Pine Capital | 2014-01-01 | 120980000 | 15 | 2 |
| The Bank of London | 1.10 | 2021-11-30 | United Kingdom | London | Fintech | Mangrove Capital Partners,14W. ForgeLight | 2018-01-01 | 90000000 | 3 | 1 |
| Fundbox | 1.10 | 2021-11-30 | United States | San Francisco | Fintech | Khosla Ventures, General Catalyst, Blumberg Capital | 2013-01-01 | 553500000 | 34 | 4 |
| Turing | 1.10 | 2021-12-20 | United States | Palo Alto | Internet software & services | Foundation Capital, Frontier Ventures, AltaIR Capital | 2018-01-01 | 136050000 | 91 | 1 |
| GlobalBees | 1.10 | 2021-12-28 | India | New Delhi | E-commerce & direct-to-consumer | Chiratae Ventures, SoftBank Group, Trifecta Capital | 2021-01-01 | 291500000 | 8 | 1 |
| LEAD School | 1.10 | 2022-01-13 | India | Andheri | Edtech | WestBridge Capital, GSV Ventures, Elevar Equity | 2012-01-01 | 166000000 | 6 | 1 |
| eSentire | 1.10 | 2022-02-22 | Canada | Waterloo | Cybersecurity | Edison Partners, Georgian Partners, VentureLink | 2001-01-01 | 287880000 | 12 | 2 |
| Beyond Identity | 1.10 | 2022-02-22 | United States | New York | Cybersecurity | New Enterprise Associates, Koch Disruptive Technologies, Evolution Equity Partners | 2019-01-01 | 205000000 | 7 | 1 |
| Firefly Aerospace | 1.10 | 2021-05-04 | United States | Cedar Park | Other | XBTO Ventures, Raven One Ventures, SK Ventures | 2014-01-01 | 100250000 | 12 | 3 |
| HoneyBook | 1.10 | 2021-05-04 | United States | San Francisco | Internet software & services | Norwest Venture Partners, Hillsven Capital, Aleph | 2013-01-01 | 480340000 | 23 | 5 |
| Gaussian Robotics | 1.10 | 2021-11-10 | China | Shanghai | Hardware | BlueRun Ventures, Grand Flight Investment, Meituan Dianping | 2013-01-01 | 287830000 | 17 | 1 |
| Nxin | 1.08 | 2018-09-18 | China | Beijing | Internet software & services | Beijing Juneng Hesheng Industry Investment Fund, Beijing Shuju Xinrong Fund | 2015-01-01 | 53050000 | 5 | 1 |
| UISEE Technology | 1.08 | 2021-01-25 | China | Beijing | Supply chain, logistics, & delivery | Shenzhen Capital Group, Robert Bosch Venture Capital, SeptWolves Ventures | 2016-01-01 | 154300000 | 15 | 1 |
| 56PINGTAI | 1.08 | 2021-01-25 | China | Shanghai | Supply chain, logistics, & delivery | QF Capital, QC Capital, Unicom Innovation Venture Capital | NA | 187820000 | 11 | 1 |
| Rubicon | 1.07 | 2017-08-25 | United States | Atlanta | Other | Goldman Sachs, Leonardo DiCaprio, Promecap | 2008-01-01 | 285710000 | 17 | 7 |
| Radius Payment Solutions | 1.07 | 2017-11-27 | United Kingdom | Crewe | Fintech | Inflexion Private Equity | 1990-01-01 | 200110000 | 1 | 1 |
| Rivigo | 1.07 | 2019-07-11 | India | Gurgaon | Supply chain, logistics, & delivery | SAIF Partners India, Warburg Pincus, Trifecta Capital Advisors | 2014-01-01 | 319890000 | 7 | 7 |
| Mamaearth | 1.07 | 2021-12-28 | India | Gurgaon | E-commerce & direct-to-consumer | Fireside Ventures, Sequoia Capital India, Stellaris Venture Partners | 2016-01-01 | 153300000 | 11 | 3 |
| Arrail Dental | 1.05 | 2021-04-13 | China | Beijing | Health | Qiming Venture Partners, Kleiner Perkins Caufield & Byers, OrbiMed Advisors | 1999-01-01 | 449000000 | 15 | 7 |
| Jiuxian | 1.05 | 2015-07-30 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, Rich Land Capital, Merrysunny Wealth | 2009-01-01 | 249210000 | 8 | 3 |
| Instabase | 1.05 | 2019-10-21 | United States | San Francisco | Data management & analytics | New Enterprise Associates, Greylock Partners, Andreessen Horowitz | 2015-01-01 | 131940000 | 9 | 3 |
| Sendbird | 1.05 | 2021-04-06 | United States | San Mateo | Mobile & telecommunications | FundersClub, Y Combinator, Tiger Global Management | 2013-01-01 | 219640000 | 16 | 2 |
| Density | 1.05 | 2021-11-10 | United States | San Francisco | Hardware | Founders Fund, Upfront Ventures, 01 Advisors | 2014-01-01 | 217200000 | 22 | 2 |
| Mixpanel | 1.05 | 2021-11-15 | United States | San Francisco | Internet software & services | Bain Capital Tech Opportunities, Andreessen Horowitz, Sequoia Capital | 2009-01-01 | 284520000 | 10 | 3 |
| Matrixport | 1.05 | 2021-06-01 | Singapore | Fintech | Ventures and Funds | NA | NA | 126550000 | 22 | 1 |
| Aprogen | 1.04 | 2019-05-31 | South Korea | Seongnam-Si | Health | Lindeman Asia Investment, Nichi-Iko Pharmaceutical | 2000-01-01 | 62120000 | 2 | 3 |
| OrCam Technologies | 1.03 | 2018-02-20 | Israel | Jerusalem | Artificial Intelligence | Intel Capital, Aviv Venture Capital | 2010-01-01 | 77400000 | 5 | 2 |
| Leap Motor | 1.01 | 2018-11-20 | China | Hangzhou | Auto & transportation | Sequoia Capital China, Gopher Asset Management, Shanghai Electric Group | 2015-01-01 | 1761000000 | 20 | 1 |
| Blinkit | 1.01 | 2021-06-30 | India | Gurgaon | Supply chain, logistics, & delivery | Tiger Global Management, Sequoia Capital India, SoftBank Group | 2013-01-01 | 573820000 | 9 | 9 |
| Hailo | 1.00 | 2021-06-23 | Israel | Tel Aviv | Artificial Intelligence | Glory Ventures, Maniv Mobility | 2017-01-01 | 217000000 | 18 | 2 |
| Lookout | 1.00 | 2013-10-10 | United States | San Francisco | Cybersecurity | Accel Partners, Greylock Partners, Lowercase Capital | 2007-01-01 | 281000000 | 26 | 7 |
| Snapdeal | 1.00 | 2014-05-21 | India | New Delhi | E-commerce & direct-to-consumer | SoftBankGroup, Blackrock, Alibaba Group | 2008-01-01 | 1776000000 | 25 | 7 |
| TechStyle Fashion Group | 1.00 | 2014-08-29 | United States | El Segundo | E-commerce & direct-to-consumer | Matrix Partners, Passport Capital, Rho Ventures | 2010-01-01 | 300000000 | 11 | 5 |
| InMobi | 1.00 | 2014-12-02 | India | Bengaluru | Mobile & telecommunications | Kleiner Perkins Caufield & Byers, Softbank Corp., Sherpalo Ventures | 2007-01-01 | 510600000 | 8 | 4 |
| LinkSure Network | 1.00 | 2015-01-01 | China | Shanghai | Mobile & telecommunications | NA | 2013-01-01 | 52000000 | 2 | 1 |
| Red Ventures | 1.00 | 2015-01-07 | United States | Fort Mill | Other | Silver Lake Partners, General Atlantic | 2000-01-01 | 1050000000 | 2 | 1 |
| BeiBei | 1.00 | 2015-01-22 | China | Hangzhou | E-commerce & direct-to-consumer | Banyan Capital, New Horizon Capital, IDG Capital Partners | 2011-01-01 | 224400000 | 6 | 1 |
| Lamabang | 1.00 | 2015-03-06 | China | Shenzhen | E-commerce & direct-to-consumer | 5Y Capital, Matrix Partners China, K2VC | 2011-01-01 | 120000000 | 6 | 1 |
| JimuBox | 1.00 | 2015-04-21 | China | Beijing | Fintech | Matrix Partners China, Ventech China, Shunwei Capital Partners | NA | 131000000 | 10 | NA |
| BenevolentAI | 1.00 | 2015-06-02 | United Kingdom | London | Artificial Intelligence | Woodford Investment Management | 2013-01-01 | 345550000 | 7 | 4 |
| FXiaoKe | 1.00 | 2015-07-02 | China | Beijing | Mobile & telecommunications | IDG Capital, Northern Light Venture Capital, DCM Ventures | 2011-01-01 | 293000000 | 14 | 2 |
| Vox Media | 1.00 | 2015-08-12 | United States | Washington | Internet software & services | Accel Partners, Comcast Ventures, General Atlantic | 2011-01-01 | 324650000 | 9 | 8 |
| Mia.com | 1.00 | 2015-09-08 | China | Beijing | E-commerce & direct-to-consumer | Sequoia Capital China, ZhenFund, K2 Ventures | 2011-01-01 | 231600000 | 6 | 1 |
| 58 Daojia | 1.00 | 2015-10-12 | China | Beijing | Internet software & services | KKR, Alibaba Group, Ping An Insurance | 2014-01-01 | 300000000 | 3 | 1 |
| Womai | 1.00 | 2015-10-12 | China | Beijing | E-commerce & direct-to-consumer | SAIF Partners China, Baidu, IDG Capital | 2009-01-01 | 320000000 | 5 | 1 |
| HuJiang | 1.00 | 2015-10-29 | China | Shanghai | Edtech | China Minsheng Investment, Baidu, Wanxin Media | 2001-01-01 | 223290000 | 3 | 1 |
| iTutorGroup | 1.00 | 2015-11-18 | China | Shanghai | Edtech | QiMing Venture Partners, Temasek Holdings, Silverlink Capital | 1998-01-01 | 315000000 | 10 | 1 |
| MindMaze | 1.00 | 2016-01-28 | Switzerland | Lausanne | Health | Hinduja Group | 2012-01-01 | 348500000 | 5 | 3 |
| iCarbonX | 1.00 | 2016-04-12 | China | Shenzhen | Artificial Intelligence | Tencent, Vcanbio | 2015-01-01 | 199000000 | 3 | 1 |
| SMS Assist | 1.00 | 2016-06-07 | United States | Chicago | Internet software & services | Goldman Sachs, Insights Venture Partners, Pritzker Group Venture Capital | 2003-01-01 | 255000000 | 3 | 3 |
| Kendra Scott | 1.00 | 2016-12-21 | United States | Austin | Consumer & retail | Berkshire Partners, Norwest Venture Partners | 2002-01-01 | NA | 2 | 2 |
| Mobvoi | 1.00 | 2017-04-06 | China | Beijing | Consumer & retail | Sequoia Capital China, SIG Asia Investments, ZhenFund | 2012-01-01 | 259640000 | 7 | 1 |
| Zhuan Zhuan | 1.00 | 2017-04-18 | China | Beijing | E-commerce & direct-to-consumer | 58.com, Tencent Holdings | 2015-01-01 | 990000000 | 7 | 1 |
| Modernizing Medicine | 1.00 | 2017-05-10 | United States | Boca Raton | Health | Warburg Pincus, Summit Partners, Sands Capital | 2010-01-01 | 393790000 | 6 | 4 |
| Zhaogang | 1.00 | 2017-06-29 | China | Shanghai | E-commerce & direct-to-consumer | K2 Ventures, Matrix Partners China, IDG Capital | 2012-01-01 | 361250000 | 9 | 2 |
| DianRong | 1.00 | 2017-08-02 | China | Shanghai | E-commerce & direct-to-consumer | Standard Chartered, FinSight Ventures, Affirma Capital | 2012-01-01 | 649000000 | 16 | 1 |
| Cell C | 1.00 | 2017-08-07 | South Africa | Midrand | Mobile & telecommunications | Blue Label Telecoms, Net1 UEPS Technologies | 2000-01-01 | 546970000 | 2 | 2 |
| YH Global | 1.00 | 2017-09-21 | China | Shenzhen | Supply chain, logistics, & delivery | Co-Energy Finance, Grandland | 1997-01-01 | 182050000 | 8 | 1 |
| Revolution Precrafted | 1.00 | 2017-10-23 | Philippines | Manila | Other | K2 Global, 500 Startups | 2015-01-01 | 15400000 | 2 | 2 |
| WeLab | 1.00 | 2017-11-08 | Hong Kong | Fintech | Ventures and Funds | NA | 2013-01-01 | 896000000 | 13 | 3 |
| Maimai | 1.00 | 2017-11-15 | China | Beijing | Mobile & telecommunications | Morningside Venture Capital, IDG Capital, DCM Ventures | 2013-01-01 | 300000000 | 5 | 4 |
| Dxy.cn | 1.00 | 2018-04-10 | China | Hangzhou | Health | Tencent Holdings, DCM Ventures | 2000-01-01 | 672000000 | 5 | 1 |
| Orbbec Technology | 1.00 | 2018-05-21 | China | Shenzhen | Hardware | R-Z Capital, Green Pine Capital Partners, SAIF Partners China | 2013-01-01 | 200000000 | 8 | 1 |
| HMD Global | 1.00 | 2018-05-21 | Finland | Espoo | Mobile & telecommunications | Ginko Ventures | 2016-01-01 | 330000000 | 6 | 1 |
| Huike Group | 1.00 | 2018-05-24 | China | Beijing | Edtech | Fosun RZ Capital, Oceanwide Holdings, Shenzhen Qianhe Capital Management Co. | 2010-01-01 | 63000000 | 4 | 1 |
| China Cloud | 1.00 | 2018-06-11 | China | Wuxi | Hardware | V Star Capital, GF Xinde Investment Management Co., Haitong Leading Capital Management | 2010-01-01 | 522800000 | 31 | 1 |
| LinkDoc Technology | 1.00 | 2018-07-05 | China | Beijing | Health | China Investment Corporation, New Enterprise Associates | 2014-01-01 | 253020000 | 10 | 1 |
| MediaMath | 1.00 | 2018-07-10 | United States | New York | Internet software & services | Silicon Valley Bank, QED Investors, European Founders Fund | 2007-01-01 | 613160000 | 14 | 6 |
| Movile | 1.00 | 2018-07-12 | Brazil | Sao Paulo | Mobile & telecommunications | Innova Capital - FIP, 3G Capital Management, Prosus Ventures | 1998-01-01 | 394000000 | 4 | NA |
| Kuaigou Dache | 1.00 | 2018-07-13 | China | Tianjin | Supply chain, logistics, & delivery | Sequoia Capital China, InnoVision Capital, Qianhai Fund of Funds | NA | 650000000 | 9 | 1 |
| Pat McGrath Labs | 1.00 | 2018-07-16 | United States | New York | Consumer & retail | One Luxury Group, Eurazeo | 2016-01-01 | 82000000 | 2 | 1 |
| Wacai | 1.00 | 2018-07-18 | China | Hangzhou | Mobile & telecommunications | Qiming Venture Partners, China Broadband Capital, CDH Investments | 2009-01-01 | 368600000 | 12 | 2 |
| FlashEx | 1.00 | 2018-08-27 | China | Beijing | Supply chain, logistics, & delivery | Prometheus Capital, Matrix Partners China, JD Capital Management | 2014-01-01 | 339000000 | 22 | 1 |
| Banma Network Technologies | 1.00 | 2018-09-13 | China | Shanghai | Auto & transportation | Yunfeng Capital, SDIC Innovation Investment Management, Shang Qi Capital | 2015-01-01 | 696760000 | 5 | 1 |
| Tresata | 1.00 | 2018-10-10 | United States | Charlotte | Fintech | GCP Capital Partners | 2011-01-01 | 51930000 | 2 | 1 |
| Momenta | 1.00 | 2018-10-17 | China | Beijing | Artificial Intelligence | Sinovation Ventures, Tencent Holdings, Sequoia Capital China | 2016-01-01 | 1283000000 | 28 | 1 |
| Hosjoy | 1.00 | 2018-10-18 | China | Nanjing | E-commerce & direct-to-consumer | U.S.-China Green Fund, Founder H Fund, Richland Equities | 2009-01-01 | 138530000 | 7 | 1 |
| Omio | 1.00 | 2018-10-23 | Germany | Berlin | Travel | Lakestar, Battery Ventures, New Enterprise Associates | 2013-01-01 | 396000000 | 22 | 3 |
| TERMINUS Technology | 1.00 | 2018-10-25 | China | Beijing | Hardware | China Everbright Limited, IDG Capital, iFLYTEK | 2015-01-01 | 629580000 | 8 | 4 |
| BitFury | 1.00 | 2018-11-06 | Netherlands | Amsterdam | Hardware | Georgian Co-Investment Fund, iTech Capital, Galaxy Digital | 2011-01-01 | 170000000 | 22 | 3 |
| iFood | 1.00 | 2018-11-13 | Brazil | Osasco | Supply chain, logistics, & delivery | Movile, Just Eat, Naspers | 2011-01-01 | 591860000 | 6 | 2 |
| Geek+ | 1.00 | 2018-11-21 | China | Beijing | Hardware | Volcanics Ventures, Vertex Ventures China, Warburg Pincus | 2015-01-01 | 433610000 | 9 | 1 |
| REEF Technology | 1.00 | 2018-12-10 | United States | Miami | Supply chain, logistics, & delivery | Target Global, UBS Asset Management, Mubadala Capital | 2015-01-01 | 433610000 | 9 | 1 |
| Globality | 1.00 | 2019-01-22 | United States | Menlo Park | Artificial Intelligence | SoftBank Group | 2015-01-01 | 310300000 | 20 | 3 |
| Ynsect | 1.00 | 2019-02-21 | France | Evry | Other | Astanor Ventures, Upfront Ventures, IDInvest Partners | 2011-01-01 | 393400000 | 20 | 1 |
| Intellifusion | 1.00 | 2019-03-22 | China | Shenzhen | Artificial Intelligence | BOC International, TopoScend Capital, Hongxiu VC | 2014-01-01 | 287850000 | 36 | 1 |
| Liquid | 1.00 | 2019-04-03 | Japan | Tokyo | Fintech | JAFCO Co, Bitmain Technologies, IDG Capital | 2014-01-01 | 158000000 | 8 | 2 |
| Poizon | 1.00 | 2019-04-29 | China | Shanghai | Mobile & telecommunications | DST Global, Sequoia Capital China, Gaorong Capital | 2015-01-01 | NA | 5 | 1 |
| VTS | 1.00 | 2019-05-07 | United States | New York | Internet software & services | Trinity Ventures, Fifth Wall Ventures, OpenView Venture Partners | 2012-01-01 | 327180000 | 17 | 5 |
| SITECH DEV | 1.00 | 2019-05-16 | China | Guiyang | Other | China Prosperity Capital | 2017-01-01 | NA | 4 | 1 |
| KnowBox | 1.00 | 2019-05-30 | China | Beijing | Edtech | TAL Education Group, Legend Star, Alibaba Group | 2014-01-01 | 306160000 | 13 | 2 |
| Yanolja | 1.00 | 2019-06-10 | South Korea | Seoul | Travel | SBI Investment Korea, Partners Investment, GIC | 2005-01-01 | 2036000000 | 11 | 4 |
| Meero | 1.00 | 2019-06-18 | France | Paris | Artificial Intelligence | Aglae Ventures, Global Founders Capital, Alven Capital | 2016-01-01 | 297500000 | 10 | 3 |
| SumUp | 1.00 | 2019-07-16 | United Kingdom | London | Fintech | American Express Ventures, Goldman Sachs, Bain Capital Credit | 2011-01-01 | 1365000000 | 18 | 2 |
| Ibotta | 1.00 | 2019-08-06 | United States | Denver | Fintech | Koch Disruptive Technologies, Teamworthy Ventures, GGV Capital | 2011-01-01 | 95910000 | 19 | 3 |
| C2FO | 1.00 | 2019-08-07 | United States | Leawood | Fintech | Union Square Ventures, Summerhill Venture Partners, Mithril Capital Management | 2008-01-01 | 539680000 | 14 | 7 |
| Numbrs | 1.00 | 2019-08-22 | Switzerland | Zurich | Fintech | Investment Corporation of Dubai, Centralway | NA | 127600000 | 6 | 2 |
| EBANX | 1.00 | 2019-10-16 | Brazil | Curitiba | Fintech | FTV Capital, Endeavor | 2012-01-01 | 460000000 | 3 | 1 |
| Alto Pharmacy | 1.00 | 2020-01-30 | United States | San Francisco | Health | Jackson Square Ventures, Greenoaks Capital Management, Softbank Group | 2015-01-01 | 588070000 | 11 | 2 |
| Hotmart | 1.00 | 2020-03-17 | Netherlands | Amsterdam | E-commerce & direct-to-consumer | Technology Crossover Ventures, Alkeon Capital Management, General Atlantic | 2011-01-01 | 130300000 | 6 | 1 |
| Emerging Markets Property Group | 1.00 | 2020-04-28 | United Arab Emirates | Dubai | Other | OLX Group, KCK Group, EXOR Seeds | 2015-01-01 | 279000000 | 3 | 1 |
| Quizlet | 1.00 | 2020-05-13 | United States | San Francisco | Edtech | Union Square Ventures, Altos Ventures, Costanoa Ventures | 2005-01-01 | 62000000 | 8 | 3 |
| Orca Bio | 1.00 | 2020-06-17 | United States | Menlo Park | Health | Lightspeed Venture Partners, Data Collective, 8VC | 2016-01-01 | 192000000 | 7 | 1 |
| Newlink Group | 1.00 | 2020-07-10 | China | Beijing | E-commerce & direct-to-consumer | JOY Capital, NIO Capital, Blueflame Capital | 2016-01-01 | 978400000 | 30 | 1 |
| Infobip | 1.00 | 2020-07-30 | Croatia | Vodnjan | Mobile & telecommunications | One Equity Partners | 2006-01-01 | 800000000 | 3 | 1 |
| Zwift | 1.00 | 2020-09-16 | United States | Long Beach | E-commerce & direct-to-consumer | Novator Partners, True, Causeway Media Partners | 2014-01-01 | 597000000 | 13 | 2 |
| Playco | 1.00 | 2020-09-21 | Japan | Tokyo | Other | Sozo Ventures, Caffeinated Capital, Sequoia Capital | 2020-01-01 | 100000000 | 9 | 1 |
| Socar | 1.00 | 2020-10-16 | South Korea | Jeju-do | Auto & transportation | Bain Capital, Altos Ventures, Songhyun Investment | NA | 100000000 | 9 | 1 |
| Boom Supersonic | 1.00 | 2020-12-16 | United States | Englewood | Other | WRVI Capital, Caffeinated Capital, Y Combinator | 2014-01-01 | 247610000 | 22 | 2 |
| Qualia | 1.00 | 2020-12-21 | United States | San Francisco | Fintech | 8VC, Menlo Ventures, Tiger Global Management | 2015-01-01 | 200180000 | 7 | 3 |
| Quantum Metric | 1.00 | 2021-01-07 | United States | Colorado Springs | Data management & analytics | Insight Partners, Bain Capital Ventures | 2015-01-01 | 251000000 | 6 | 2 |
| News Break | 1.00 | 2021-01-07 | United States | Mountain View | Internet software & services | IDG Capital, Francisco Partners, ZhenFund | 2015-01-01 | 140230000 | 5 | 3 |
| MadeiraMadeira | 1.00 | 2021-01-07 | Brazil | Parana | E-commerce & direct-to-consumer | Flybridge Capital Partners, SoftBank Group, Monashees+ | 2009-01-01 | 304580000 | 10 | 2 |
| PPRO | 1.00 | 2021-01-19 | United Kingdom | London | Fintech | Wellington Management, Eurazeo, Citi Ventures | 2006-01-01 | 370000000 | 9 | 1 |
| Splashtop | 1.00 | 2021-01-27 | United States | San Jose | Internet software & services | Storm Ventures, DFJ DragonFund, New Enterprise Associates | 2006-01-01 | 111500000 | 18 | 4 |
| DriveNets | 1.00 | 2021-01-27 | Israel | Ra’anana | Internet software & services | Bessemer Venture Partners, Pitango Venture Capital, D1 Capital Partners | 2015-01-01 | 325000000 | 10 | 1 |
| Flash Express | 1.00 | 2021-02-01 | Thailand | Bangkok | Supply chain, logistics, & delivery | SCB 10X, Krungsri Finnovate, eWTP Capital | 2017-01-01 | 360000000 | 10 | 2 |
| Axiom Space | 1.00 | 2021-02-16 | United States | Houston | Other | C5 Capital, Hemisphere Ventures, The Venture Collective | 2016-01-01 | 230000000 | 12 | 1 |
| Locus Robotics | 1.00 | 2021-02-17 | United States | Wilmington | Hardware | Scale Venture Partners, Bond, Tiger Global Management | 2014-01-01 | 315820000 | 8 | 3 |
| Standard | 1.00 | 2021-02-17 | United States | San Francisco | Artificial Intelligence | CRV, Y Combinator, Initialized Capital | 2017-01-01 | 235620000 | 11 | 3 |
| Sentry | 1.00 | 2021-02-18 | United States | San Francisco | Other | New Enterprise Associates, Accel, Bond | 2011-01-01 | 126500000 | 5 | 3 |
| WeBull | 1.00 | 2021-02-18 | China | Changsha | Fintech | Bojiang Capital, Hongdao Capital, Mobai Capital | 2016-01-01 | 230310000 | 7 | 2 |
| Skydio | 1.00 | 2021-02-25 | United States | Redwood City | Supply chain, logistics, & delivery | Andreessen Horowitz, Andreessen Horowitz, Institutional Venture Partners, Accel | 2014-01-01 | 344000000 | 12 | 4 |
| Newsela | 1.00 | 2021-02-25 | United States | New York | Internet software & services | Owl Ventures, Technology Crossover Ventures, Tao Capital Partners | 2013-01-01 | 170720000 | 32 | 3 |
| Aqua Security | 1.00 | 2021-03-10 | Israel | Ramat Gan | Cybersecurity | TLV Partners, Lightspeed Venture Partners, M12 | 2015-01-01 | 265000000 | 9 | 3 |
| PatSnap | 1.00 | 2021-03-16 | Singapore | Internet software & services | Ventures and Funds | NA | 2007-01-01 | 352320000 | 10 | 3 |
| Evidation | 1.00 | 2021-03-22 | United States | San Mateo | Health | B Capital Group,, GE Ventures, McKesson Ventures | 2012-01-01 | 259180000 | 15 | 4 |
| Sidecar Health | 1.00 | 2021-01-26 | United States | El Segundo | Fintech | GreatPoint Ventures, Tiger Global Management, Menlo Ventures | 2018-01-01 | 163000000 | 10 | 1 |
| Feedzai | 1.00 | 2021-03-24 | United States | San Mateo | Artificial Intelligence | Global Founders Capital, Shea Ventures, Greycroft | 2009-01-01 | 277800000 | 10 | 3 |
| Yunxuetang | 1.00 | 2021-03-29 | China | Suzhou | Edtech | Matrix Partners China, Sequoia Capital China, Hundreds Capital | 2011-01-01 | 397280000 | 9 | 1 |
| Cameo | 1.00 | 2021-03-30 | United States | Chicago | Internet software & services | Lightspeed Venture Partners, Kleiner Perkins Caufield & Byers, Origin Ventures | 2016-01-01 | 165710000 | 20 | 2 |
| Fetch Rewards | 1.00 | 2021-03-31 | United States | Madison | E-commerce & direct-to-consumer | Greycroft, Loeb.NYC, DST Global | 2014-01-01 | 341510000 | 12 | 3 |
| Hyperchain | 1.00 | 2021-04-11 | China | Hangzhou | Fintech | Yinhong Equity Investment Fund, E Fund, Ideal International | NA | 249000000 | 14 | 2 |
| The Zebra | 1.00 | 2021-04-12 | United States | Austin | E-commerce & direct-to-consumer | Silverton Partners, Accel, Ballast Point Ventures | 2012-01-01 | 255080000 | 11 | 5 |
| Clearcover | 1.00 | 2021-04-13 | United States | Chicago | Fintech | American Family Ventures, Cox Enterprises, OMERS Ventures | 2016-01-01 | 307000000 | 10 | 2 |
| Groq | 1.00 | 2021-04-14 | United States | Mountain View | Artificial Intelligence | TDK Ventures, Social Capital, D1 Capital Partners | 2016-01-01 | 362550000 | 14 | 3 |
| Fiture | 1.00 | 2021-04-14 | China | Chengdu | Health | Bertelsmann Asia Investments, Sequoia Capital China, NIO Capital | 2019-01-01 | 391000000 | 15 | 1 |
| Injective Protocol | 1.00 | 2021-04-20 | United States | New York | Fintech | Pantera Capital, Cadenza Ventures, BlockTower Capital | 2018-01-01 | 13100000 | 12 | 1 |
| Sift | 1.00 | 2021-04-22 | United States | San Francisco | Artificial Intelligence | Union Square Ventures, Insight Partners, Spark Capital | 2011-01-01 | 156520000 | 20 | 4 |
| SaltPay | 1.00 | 2021-04-23 | United Kingdom | London | Fintech | Tiger Global Management, Hedosophia | NA | 156520000 | 20 | 4 |
| Capsule | 1.00 | 2021-04-28 | United States | New York | Health | Thrive Capital, Durable Capital Partners, G Squared | 2016-01-01 | 570000000 | 11 | 3 |
| Mux | 1.00 | 2021-04-30 | United States | San Francisco | Internet software & services | Accel, Cobalt Capital, Andreessen Horowitz | 2015-01-01 | 173920000 | 20 | 2 |
| XForcePlus | 1.00 | 2021-06-01 | China | Shanghai | Internet software & services | Eastern Bell Capital, Danhua Capital, MSA Capital | 2015-01-01 | 200000000 | 12 | 2 |
| Shift Technology | 1.00 | 2021-05-05 | France | Paris | Artificial Intelligence | Griffin Gaming Partners, Andreessen Horowitz, Battery Ventures | 2014-01-01 | 319720000 | 11 | 3 |
| TensTorrent | 1.00 | 2021-05-05 | Canada | Toronto | Artificial Intelligence | Eclipse Ventures, Fidelity Investments, Moore Capital Management | 2016-01-01 | 221030000 | 4 | 1 |
| Zihaiguo | 1.00 | 2021-05-06 | China | Chongqing | Consumer & retail | Xingwang Investment Management, China Capital Investment Group, Matrix Partners China | 2018-01-01 | 64080000 | 5 | 2 |
| Forte Labs | 1.00 | 2021-05-12 | United States | San Francisco | Fintech | Iris Capital, Accel, Elaia Partners | 2018-01-01 | 64080000 | 5 | 2 |
| Axtria | 1.00 | 2021-05-13 | United States | Berkeley Heights | Data management & analytics | Helion Venture Partners, Bain Capital Tech Opportunities, Sequoia Capital India | 2009-01-01 | 206320000 | 9 | 3 |
| Amount | 1.00 | 2021-05-17 | United States | Chicago | Fintech | Invus Group, Hanaco Venture Capital, WestCap Group | NA | 187500000 | 9 | 2 |
| Vise | 1.00 | 2021-05-18 | United States | New York | Fintech | Sequoia Capital, Founders Fund, Bling Capital | 2016-01-01 | 126550000 | 22 | 1 |
| Printful | 1.00 | 2021-05-24 | United States | Charlotte | Other | Bregal Sagemount | 2016-01-01 | 126550000 | 22 | 1 |
| Shippo | 1.00 | 2021-06-02 | United States | San Francisco | Supply chain, logistics, & delivery | Version One Ventures, Uncork Capital, Bessemer Venture Partners | 2013-01-01 | 154030000 | 16 | 6 |
| Thirty Madison | 1.00 | 2021-06-02 | United States | New York | Health | Northzone Ventures, Maveron, Johnson & Johnson Innovation | 1993-01-01 | 8000000 | 2 | 1 |
| LetsGetChecked | 1.00 | 2021-06-07 | Ireland | Dublin | Health | Optum Ventures, Qiming Venture Partners, Transformation Capital | 2015-01-01 | 263000000 | 10 | 2 |
| EcoFlow | 1.00 | 2021-06-10 | China | Shenzhen | Hardware | Delian Capital, China International Capital Corporation, Sequoia Capital China | 2017-01-01 | 110590000 | 13 | 1 |
| Carro | 1.00 | 2021-06-14 | Singapore | E-commerce & direct-to-consumer | Ventures and Funds | NA | 2015-01-01 | 684520000 | 31 | 4 |
| Tractable | 1.00 | 2021-06-16 | United Kingdom | London | Artificial Intelligence | Insight Partners, Ignition Partners, Georgian Partners | 2014-01-01 | 119830000 | 10 | 3 |
| Bringg | 1.00 | 2021-06-16 | Israel | Tel Aviv | Supply chain, logistics, & delivery | Salesforce Ventures, next47, Pereg Ventures | 2013-01-01 | 184500000 | 14 | 3 |
| Claroty | 1.00 | 2021-06-17 | United States | New York | Cybersecurity | Bessemer Venture Partners, MoreVC, Team8 | 2015-01-01 | 632000000 | 22 | 3 |
| JoyTunes | 1.00 | 2021-06-21 | Israel | Tel Aviv | Edtech | Genesis Partners, Aleph, Insight Partners | 2011-01-01 | 91500000 | 10 | 3 |
| Aircall | 1.00 | 2021-06-23 | United States | New York | Internet software & services | Balderton Capital, Next World Capital, Draper Esprit | 2014-01-01 | 225630000 | 15 | 3 |
| SmartAsset | 1.00 | 2021-06-24 | United States | New York | Fintech | Javelin Venture Partners, TTV Capital, Peterson Ventures | 2012-01-01 | 157620000 | 17 | 4 |
| Morning Consult | 1.00 | 2021-06-08 | United States | Washington DC | Internet software & services | Advance Venture Partners, Susquehanna Growth Equity, Lupa Systems | 2014-01-01 | 91000000 | 3 | 2 |
| Visier | 1.00 | 2021-06-29 | Canada | Vancouver | Internet software & services | Foundation Capital, Summit Partners, Adams Street Partners | 2010-01-01 | 216500000 | 5 | 3 |
| ShipBob | 1.00 | 2021-06-29 | United States | Chicago | Supply chain, logistics, & delivery | Hyde Park Venture Partners, FundersClub. Bain Capital Ventures | 2014-01-01 | 331100000 | 13 | 3 |
| Kitopi | 1.00 | 2021-07-01 | United Arab Emirates | Dubai | Supply chain, logistics, & delivery | CE-Ventures, BECO Capital, Nordstar | 2018-01-01 | 502200000 | 17 | 1 |
| bolttech | 1.00 | 2021-07-01 | Singapore | Fintech | Ventures and Funds | NA | 2018-01-01 | 502200000 | 17 | 1 |
| MobileCoin | 1.00 | 2021-07-07 | United States | San Francisco | Fintech | General Catalyst, Future Ventures, AU21 | 2018-01-01 | 108030000 | 12 | 1 |
| Lunar | 1.00 | 2021-07-12 | Denmark | Aarhus | Fintech | SEED Capital, Greyhound Capital, Socii Capital | 2015-01-01 | 371290000 | 18 | 1 |
| Amperity | 1.00 | 2021-07-13 | United States | Seattle | Artificial Intelligence | Madrona Venture Group, Tiger Global Management, Madera Technology Partners | 2016-01-01 | 217300000 | 15 | 3 |
| Remote | 1.00 | 2021-07-13 | United States | San Francisco | Fintech | Index Ventures, Sequoia Capital, General Catalyst | 2016-01-01 | 217300000 | 15 | 3 |
| Pantheon Systems | 1.00 | 2021-07-13 | United States | San Francisco | Internet software & services | Foundry Group, Scale Venture Partners, SoftBank Group | 2020-01-01 | 150000 | 1 | NA |
| Xiaobing | 1.00 | 2021-07-12 | China | Beijing | Fintech | NetEase Capital, Northern Light Venture Capital, Microsoft | 2020-01-01 | NA | 9 | 1 |
| Carson Group | 1.00 | 2021-07-14 | United States | Lincoln | Fintech | Bain Capital | NA | NA | 9 | 1 |
| GO1 | 1.00 | 2021-07-19 | Australia | Brisbane | Internet software & services | Y Combinator, M12, SEEK | 2015-01-01 | 273250000 | 23 | 3 |
| Interos | 1.00 | 2021-07-22 | United States | Arlington | Fintech | Kleiner Perkins Caufield & Byers, NightDragon Security, Venrock | 2005-01-01 | 132350000 | 6 | 1 |
| BlackBuck | 1.00 | 2021-07-22 | India | Bengaluru | Supply chain, logistics, & delivery | Accel, Sands Capital, International Finance Corporation | 2015-01-01 | 330880000 | 20 | 7 |
| NIUM | 1.00 | 2021-07-13 | Singapore | Fintech | Ventures and Funds | NA | 2014-01-01 | 259100000 | 22 | 3 |
| Unico | 1.00 | 2021-08-03 | Brazil | Sao Paulo | Artificial Intelligence | Big Bets, General Atlantic, SOFTBANK Latin America Ventures | 2007-01-01 | 235940000 | 5 | 1 |
| Human Interest | 1.00 | 2021-08-04 | United States | San Francisco | Fintech | Wing Venture Capital, Slow Ventures, Uncork Capital | 2015-01-01 | 335020000 | 26 | 3 |
| Bluecore | 1.00 | 2021-08-05 | United States | New York | Artificial Intelligence | FirstMark Capital, Georgian Partners, Norwest Venture Partners | 2013-01-01 | 238120000 | 8 | 4 |
| Freshbooks | 1.00 | 2021-08-10 | Canada | Toronto | Fintech | Accomplice, Oak Investment Partners, Georgian Partners | 2004-01-01 | 203750000 | 9 | 3 |
| Snorkel AI | 1.00 | 2021-08-09 | United States | Palo Alto | Artificial Intelligence | Greylock Partners, Google Ventures, BlackRock | 2019-01-01 | 135000000 | 10 | 1 |
| Gelato | 1.00 | 2021-08-16 | Norway | Oslo | E-commerce & direct-to-consumer | Greylock Partners, Google Ventures, BlackRock | 2007-01-01 | 293610000 | 9 | 4 |
| Maven Clinic | 1.00 | 2021-08-17 | United States | New York | Health | Female Founders Fund, Oak HC/FT Partners, Sequoia Capital | 2014-01-01 | 199470000 | 26 | 3 |
| Dunamu | 1.00 | 2021-07-22 | South Korea | Seoul | Fintech | Qualcomm Ventures, Woori Investment, Hanwha Investment & Securities | 2012-01-01 | 72440000 | 10 | 2 |
| Shield AI | 1.00 | 2021-08-24 | United States | San Diego | Artificial Intelligence | Andreessen Horowitz, Homebrew, Point72 Ventures | 2015-01-01 | 345350000 | 6 | 2 |
| PicsArt | 1.00 | 2021-08-26 | United States | San Francisco | Mobile & telecommunications | Sequoia Capital, DCM Ventures, Insight Partners | NA | 175000000 | 9 | 4 |
| 1KMXC | 1.00 | 2021-08-30 | China | Hangzhou | Hardware | Goldman Sachs Asset Management, SDP Investment, Alibaba Group | 2014-01-01 | 98960000 | 8 | 3 |
| Cider | 1.00 | 2021-09-02 | Hong Kong | E-commerce & direct-to-consumer | Ventures and Funds | NA | 2020-01-01 | 131460000 | 8 | 2 |
| Berlin Brands Group | 1.00 | 2021-09-01 | Germany | Berlin | E-commerce & direct-to-consumer | Ardian, Bain Capital | 2005-01-01 | 938710000 | 2 | 1 |
| Agile Robots | 1.00 | 2021-09-09 | Germany | Munich | Hardware | Hillhouse Capital Management, Sequoia Capital China, Linear Venture | 2018-01-01 | 350000000 | 14 | 1 |
| Mammoth Biosciences | 1.00 | 2021-09-09 | United States | Brisbane | Health | NFX, Plum Alley, Mayfield | NA | NA | 1 | NA |
| Orchard | 1.00 | 2021-09-09 | United States | New York | Fintech | Accomplice, Juxtapose, FirstMark Capital | NA | NA | 1 | NA |
| Xendit | 1.00 | 2021-09-14 | Indonesia | Jakarta | Fintech | Accel, Y Combinator, Amasia | 2014-01-01 | 215010000 | 8 | 1 |
| TrueLayer | 1.00 | 2021-09-21 | United Kingdom | London | Fintech | Anthemis, Connect Ventures, Northzone Ventures | 2016-01-01 | 271800000 | 17 | 3 |
| Assembly | 1.00 | 2021-09-21 | United States | Culver City | Internet software & services | Advent International, PSG, Providence Equity Partners | 2019-01-01 | NA | 3 | 1 |
| PandaDoc | 1.00 | 2021-09-22 | United States | San Francisco | Internet software & services | Rembrandt Venture Partners, M12, Altos Ventures | 2016-01-01 | 271800000 | 17 | 3 |
| Keenon Robotics | 1.00 | 2021-09-15 | China | Shanghai | Supply chain, logistics, & delivery | Yunqi Partners, SoftBank Group, iVision Ventures | 2010-01-01 | 228790000 | 13 | 1 |
| HAYDON | 1.00 | 2021-09-24 | China | Shanghai | Consumer & retail | Tencent Holdings, Hillhouse Capital Management | 2020-01-01 | 100000000 | 2 | 1 |
| Ninja Van | 1.00 | 2021-09-27 | Singapore | Supply chain, logistics, & delivery | Ventures and Funds | NA | 2014-01-01 | 976500000 | 15 | 6 |
| Vedantu | 1.00 | 2021-09-29 | India | Bengaluru | Edtech | Accel, Tiger Global Management, Omidyar Network | 2014-01-01 | 308380000 | 13 | 5 |
| TrialSpark | 1.00 | 2021-09-30 | United States | New York | Health | Sequoia Capital, Thrive Capital, Sound Ventures | 2014-01-01 | 238300000 | 14 | 1 |
| Ajaib | 1.00 | 2021-10-04 | Indonesia | Jakarta | Fintech | Softbank Ventures Asia, Alpha JWC Ventures, Insignia Ventures Partners | 2018-01-01 | 245220000 | 12 | 1 |
| Licious | 1.00 | 2021-10-05 | India | Bengaluru | E-commerce & direct-to-consumer | 3one4 Capital Partners, Bertelsmann India Investments, Vertex Ventures SE Asia | 2015-01-01 | 338000000 | 21 | 5 |
| Masterworks | 1.00 | 2021-10-05 | United States | New York | Fintech | Left Lane Capital, Galaxy Interactive, Tru Arrow Partners | 2017-01-01 | 110000000 | 3 | 1 |
| Chronosphere | 1.00 | 2021-10-07 | United States | New York | Data management & analytics | Greylock Partners, Lux Capital, General Atlantic | 2019-01-01 | 255340000 | 6 | 1 |
| Solo.io | 1.00 | 2021-10-07 | United States | Cambridge | Internet software & services | True Ventures, Altimeter Capital, Redpoint Ventures | 2017-01-01 | 171850000 | 3 | 1 |
| Swile | 1.00 | 2021-10-11 | France | Montpellier | Fintech | Index Ventures, IDInvest Partners, Daphni | 2016-01-01 | 328430000 | 8 | 2 |
| MobiKwik | 1.00 | 2021-10-13 | India | Gurugram | Fintech | Sequoia Capital India, The Times Group, GMO VenturePartners | 2009-01-01 | 248960000 | 31 | 9 |
| Zopa | 1.00 | 2021-10-19 | United Kingdom | London | Fintech | IAG Capital Partners, Augmentum Fintech, Northzone Ventures | 2005-01-01 | 671930000 | 17 | 2 |
| Dental Monitoring | 1.00 | 2021-10-21 | France | Paris | Health | Vitruvian Partners, Merieux Equity Partners, Straumann | 2014-01-01 | 210080000 | 3 | 1 |
| CargoX | 1.00 | 2021-10-21 | Brazil | Sao Paulo | Supply chain, logistics, & delivery | Valor Capital Group, Lightrock, Softbank Group | 2015-01-01 | 377930000 | 18 | 3 |
| Augury | 1.00 | 2021-10-26 | United States | New York | Artificial Intelligence | Lerer Hippeau, Munich Re Ventures, Eclipse Ventures | 2011-01-01 | 294000000 | 13 | 3 |
| Moka | 1.00 | 2021-11-02 | China | Beijing | Internet software & services | GGV Capital, GSR Ventures, FreesFund | 2015-01-01 | 142270000 | 8 | 2 |
| Tezign | 1.00 | 2021-11-02 | China | Shanghai | Internet software & services | Sequoia Capital China, Linear Venture, Hearst Ventures | 2015-01-01 | 110000000 | 14 | 1 |
| Vagaro | 1.00 | 2021-11-03 | United States | Dublin | Internet software & services | FTV Capital | 2009-01-01 | 64500000 | 2 | 1 |
| Drata | 1.00 | 2021-11-08 | United States | San Diego | Cybersecurity | Cowboy Ventures, Leaders Fund, GGV Capital | 2020-01-01 | 128200000 | 9 | 1 |
| Razor | 1.00 | 2021-11-08 | Germany | Berlin | Consumer & retail | Global Founders Capital, 468 Capital, Redalpine Venture Partners | 2020-01-01 | 558710000 | 13 | 2 |
| OpenWeb | 1.00 | 2021-11-09 | United States | New York | Internet software & services | Insight Partners, AltaIR Capital, Norma Investments | 2012-01-01 | 213000000 | 23 | 2 |
| Contrast Security | 1.00 | 2021-11-09 | United States | Los Altos | Cybersecurity | Acero Capital, General Catalyst, M12 | 2014-01-01 | 269000000 | 11 | 3 |
| Wrapbook | 1.00 | 2021-11-10 | United States | New York | Fintech | Equal Ventures, Uncork Capital, Andreessen Horowitz | 2018-01-01 | 130600000 | 8 | 1 |
| Mensa Brands | 1.00 | 2021-11-16 | India | Bengaluru | Other | Accel, Falcon Edge Capital, Norwest Venture Partners | 2021-01-01 | 228580000 | 13 | 3 |
| Heyday | 1.00 | 2021-11-16 | United States | Chicago | E-commerce & direct-to-consumer | Khosla Ventures,General Catalyst, Victory Park Capital | 2017-01-01 | 6620000 | 10 | 1 |
| PLACE | 1.00 | 2021-11-17 | United States | Bellingham | Internet software & services | Goldman Sachs Asset Management, 3L | 2020-01-01 | 100000000 | 2 | 1 |
| Stytch | 1.00 | 2021-11-18 | United States | San Francisco | Cybersecurity | Index Ventures, Benchmark, Thrive Capital | NA | 126000000 | 11 | 3 |
| Owkin | 1.00 | 2021-11-18 | United States | New York | Artificial Intelligence | Google Ventures, Cathay Innovation, NJF Capital | 2016-01-01 | 254100000 | 12 | 2 |
| Expel | 1.00 | 2021-11-18 | United States | Herndon | Cybersecurity | Paladin Capital Group, Greycroft, Scale Venture Partners | 2016-01-01 | 257800000 | 11 | 3 |
| NoBroker | 1.00 | 2021-11-23 | India | Bengaluru | Internet software & services | General Atlantic, Elevation Capital, BEENEXT | 2014-01-01 | 371400000 | 14 | 5 |
| Slice | 1.00 | 2021-11-28 | India | Bengaluru | Fintech | Gunosy Capital, Blume Ventures, Das Capital | 2015-01-01 | 303730000 | 30 | 3 |
| Thought Machine | 1.00 | 2021-11-29 | United Kingdom | London | Fintech | British Patient Capital, SEB Venture Capital, IQ Capital | 2014-01-01 | 402050000 | 15 | 3 |
| Lessen | 1.00 | 2021-11-30 | United States | Scottsdale | Internet software & services | Khosla Ventures, General Catalyst, Navitas Capital | 2019-01-01 | 205000000 | 4 | 1 |
| Clara | 1.00 | 2021-12-06 | Mexico | Mexico City | Fintech | DST Global, General Catalyst, Monashees+ | 2020-01-01 | 108500000 | 14 | 2 |
| YipitData | 1.00 | 2021-12-06 | United States | New York | Internet software & services | RRE Ventures+, Highland Capital Partners, The Carlyle Group | 2008-01-01 | 492050000 | 15 | 3 |
| Anyscale | 1.00 | 2021-12-07 | United States | Berkeley | Artificial Intelligence | Andreessen Horowitz, Intel Capital, Foundation Capital | 2019-01-01 | 160600000 | 10 | 1 |
| Iodine Software | 1.00 | 2021-12-01 | United States | Austin | Data management & analytics | Advent International, Bain Capital Ventures, Silversmith Capital Partners | 2010-01-01 | NA | 3 | 1 |
| ReliaQuest | 1.00 | 2021-12-01 | United States | Tampa | Cybersecurity | KKR, FTV Capital, Ten Eleven Ventures | 2007-01-01 | 330000000 | 4 | 1 |
| Pet Circle | 1.00 | 2021-12-07 | Australia | Alexandria | E-commerce & direct-to-consumer | Prysm Capital, Baillie Gifford & Co., TDM Growth Partners | 2011-01-01 | 126350000 | 6 | 1 |
| Nature’s Fynd | 1.00 | 2021-07-19 | United States | Chicago | Other | Danone Manifesto Ventures, 1955 Capital, Breakthrough Energy Ventures | 2012-01-01 | 508480000 | 20 | 1 |
| Lydia | 1.00 | 2021-12-08 | France | Paris | Fintech | NewAlpha, XAnge Private Equity, Tencent Holdings | 2011-01-01 | 260330000 | 12 | 3 |
| SellerX | 1.00 | 2021-12-09 | Germany | Berlin | E-commerce & direct-to-consumer | Cherry Ventures, Felix Capital, 83North | 2020-01-01 | 766700000 | 13 | 1 |
| SnapLogic | 1.00 | 2021-12-13 | United States | San Mateo | Internet software & services | Andreessen Horowitz, Triangle Peak Partners, Ignition Partners | 2006-01-01 | 397860000 | 18 | 8 |
| Cadence | 1.00 | 2021-12-14 | United States | New York | Health | Thrive Capital, General Catalyst, Coatue Management | 2020-01-01 | 141000000 | 8 | 1 |
| Noname Security | 1.00 | 2021-12-15 | United States | Palo Alto | Cybersecurity | Insight Partners, Lightspeed Venture Partners, CyberStarts | 2020-01-01 | 220000000 | 7 | 1 |
| Rothy’s | 1.00 | 2021-12-21 | United States | San Francisco | Consumer & retail | Alpargatas, GS Growth, Lightspeed Venture Partners | 2016-01-01 | 44000000 | 6 | 2 |
| VOI | 1.00 | 2021-12-21 | Sweden | Stockholm | Travel | Vostok New Ventures, The Raine Group, Balderton Capital | 2018-01-01 | 517900000 | 33 | 3 |
| Haomao.AI | 1.00 | 2021-12-22 | China | Beijing | Artificial Intelligence | Qualcomm Ventures, Nine Intelligence Capital, Hillhouse Capital Management | 2019-01-01 | 203910000 | 7 | 1 |
| Kopi Kenangan | 1.00 | 2021-12-27 | Indonesia | Jakarta | Consumer & retail | Horizons Ventures, Sequoia Capital India, Alpha JWC Ventures | 2017-01-01 | 233000000 | 13 | 1 |
| InFarm | 1.00 | 2021-12-16 | Germany | Berlin | Other | Atomico, Hanaco Venture Capital, TriplePoint Capital | 2013-01-01 | 601590000 | 22 | 2 |
| ONE | 1.00 | 2021-12-08 | Singapore | Internet software & services | Ventures and Funds | NA | 2011-01-01 | 486000000 | 11 | 1 |
| Fractal Analytics | 1.00 | 2022-01-05 | India | Mumbai | Data management & analytics | TPG Capital, Apax Partners, TA Associates | 2000-01-01 | 688000000 | 6 | 3 |
| Assent Compliance | 1.00 | 2022-01-06 | Canada | Ottawa | Supply chain, logistics, & delivery | Vista Equity Partners, Warburg Pincus, First Ascent Ventures | 2005-01-01 | 501640000 | 8 | 3 |
| CAIS | 1.00 | 2022-01-11 | United States | New York | Fintech | Franklin Templeton, Motive Partners. Apollo Global Management | 2009-01-01 | 283000000 | 7 | 2 |
| Placer.ai | 1.00 | 2022-01-12 | United States | Los Altos | Artificial Intelligence | Fifth Wall Ventures, JBV Capital, Array Ventures | 2016-01-01 | 166340000 | 19 | 1 |
| Pentera | 1.00 | 2022-01-11 | Israel | Petah Tikva | Cybersecurity | AWZ Ventures, Blackstone, Insight Partners | 2015-01-01 | 185000000 | 6 | 1 |
| Darwinbox | 1.00 | 2022-01-25 | India | Hyderabad | Internet software & services | Lightspeed India Partners, Sequoia Capital India, Endiya Partners | 2015-01-01 | 106700000 | 10 | 2 |
| Minio | 1.00 | 2022-01-26 | United States | Palo Alto | Data management & analytics | General Catalyst, Nexus Venture Partners, Dell Technologies Capital | 2014-01-01 | 126300000 | 13 | 2 |
| Fever Labs | 1.00 | 2022-01-26 | United States | New York | Internet software & services | Accel, 14W, GS Growth | 2012-01-01 | 315430000 | 26 | 4 |
| Esusu | 1.00 | 2022-01-27 | United States | New York | Fintech | Next Play Ventures, Zeal Capital Partners, SoftBank Group | 2015-01-01 | 144430000 | 25 | 1 |
| Betterfly | 1.00 | 2022-02-01 | Chile | Santiago | Artificial Intelligence | QED Investors, DST Global, Endeavor | 2018-01-01 | 202500000 | 13 | 1 |
| Dune Analytics | 1.00 | 2022-02-02 | Norway | Oslo | Data management & analytics | Multicoin Capital, Coatue Management, Dragonfly Capital Partners | 2018-01-01 | 79420000 | 12 | 1 |
| Scandit | 1.00 | 2022-02-09 | Switzerland | Zurich | Supply chain, logistics, & delivery | Atomico, NGP Capital, Google Ventures | 2009-01-01 | 273000000 | 12 | 3 |
| Payhawk | 1.00 | 2022-02-14 | United Kingdom | London | Fintech | Earlybird Venture Capital, Eleven Ventures, QED Investors | 2018-01-01 | 236500000 | 15 | 2 |
| Watershed | 1.00 | 2022-02-08 | United States | San Francisco | Internet software & services | Kleiner Perkins Caufield & Byers, Sequoia Capital | NA | 70000000 | 4 | 1 |
| Axelar | 1.00 | 2022-02-15 | Canada | Waterloo | Internet software & services | Lemniscap VC, North Island Ventures, Polychain Capital | 2020-01-01 | 63750000 | 26 | 1 |
| CHEQ | 1.00 | 2022-02-22 | United States | New York | Cybersecurity | Battery Ventures, Tiger Global Management, Hanaco Ventures | 2014-01-01 | 171000000 | 6 | 2 |
| Hasura | 1.00 | 2022-02-22 | India | Bengaluru | Internet software & services | Nexus Venture Partners, Vertex Ventures, STRIVE | 2017-01-01 | 136510000 | 11 | 1 |
| Timescale | 1.00 | 2022-02-22 | United States | New York | Internet software & services | New Enterprise Associates, Benchmark, Two Sigma Ventures | 2015-01-01 | 181060000 | 7 | 2 |
| Scalapay | 1.00 | 2022-02-23 | Italy | Milan | Fintech | Fasanara Capital, Tiger Global Management, Baleen Capital | 2019-01-01 | 700000000 | 10 | 2 |
| Omada Health | 1.00 | 2022-02-23 | United States | San Francisco | Health | U.S. Venture Partners, dRx Capital, Andreessen Horowitz | 2011-01-01 | 449720000 | 30 | 6 |
| BlueVoyant | 1.00 | 2022-02-23 | United States | New York | Cybersecurity | 8VC, Liberty Strategic Capital, Eden Global Partners | 2017-01-01 | 525500000 | 6 | 2 |
| Veev | 1.00 | 2022-02-24 | United States | San Mateo | Internet software & services | Zeev Ventures, Bond, Fifth Wall Ventures | 2008-01-01 | 604500000 | 11 | 1 |
Analyze / Visualize
Lets play!
Which are the top 10 countries with the highest unicorn valuations?
unicorn_companies %>%
group_by(country) %>%
summarize(valuation_sum = sum(valuation)) %>%
arrange(desc(valuation_sum)) %>%
slice_head(n = 10) %>%
ggplot(aes(x = reorder(country, -valuation_sum),
y = valuation_sum,
fill = valuation_sum)) +
geom_bar(aes(x = reorder(country, -valuation_sum),
y = valuation_sum,
fill = valuation_sum),
stat = "identity") +
scale_fill_gradient(low = 'cadetblue2',
high = 'dodgerblue4') +
labs(x = 'Country',
y = 'Total valuation of unicorns ($B)',
title = 'Valuation of unicorns in top 10 countries ($B)') +
geom_text(aes(label = paste0('$ ', round(valuation_sum), ' B')),
position = position_dodge(width=0.9),
vjust=-0.5,
size = 3) +
theme_grey() +
theme(plot.title = element_text(face = "bold"),
axis.text.x = element_text(angle = 45, size = 9),
legend.position = 'none',
panel.background = element_rect(fill = 'grey90'))
What is the global distribution of Unicorns?
map_data <- map_data("world") %>%
mutate(region = gsub('USA', 'United States', region)) %>%
mutate(region = gsub('UK', 'United Kingdom', region)) %>%
left_join(
unicorn_companies %>%
group_by(country) %>%
tally() %>%
arrange(desc(n)),
by = c("region" = "country"))
ggplotly(
ggplot(map_data, aes(x = long, y = lat, group = group)) +
geom_polygon(
aes(
fill = cut(n, c(0, 10, 50, 100, 500, Inf),
labels = c("1-24", "25-49", "50-99", "100-499", "500+")),
text = paste(
"<b>", region, "</b><br>",
"Unicorns = ", n, "<br>"
)
),
color = 'white'
) +
scale_fill_manual(
values = c(
"1-24" = '#ffa600',
"25-49" = '#ff6361',
"50-99" = '#bc5090',
"100-499" = '#58508d',
"500+" = '#003f5c'
),
na.value = "grey90"
) +
theme_void() +
labs(x = 'Industry',
y = 'Total valuation ($B)',
title = 'Unicorns world map by number of companies',
fill = "Number of Unicorns") +
theme(
plot.title = element_text(face = "bold"),
axis.line = element_blank(),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
panel.background = element_blank()
),
tooltip = 'text'
) What is the market share of total unicorn valuations by industry?
industry_n <-
unicorn_companies %>%
group_by(industry) %>%
summarise(valuation_industry = sum(valuation))
industry_n <-
industry_n %>%
mutate(
percentage_valuation = round(
industry_n$valuation_industry / sum(industry_n$valuation_industry)*100)
)
industry_n$industry <-
reorder(industry_n$industry, industry_n$valuation_industry)
industry_n %>%
ggplot(
aes(
x="",
y = valuation_industry,
fill= industry)
) +
geom_bar(
width = 1,
stat="identity",
color = 'white'
) +
geom_text(
aes(
x= 1.4,
label = paste0(percentage_valuation, ' %')
),
position = position_stack(vjust = 0.5),
size = 3
) +
theme_classic() +
coord_polar(
"y",
start=0
) +
scale_fill_discrete(
limits=rev(levels(factor(industry_n$industry))),
name = 'Industry'
) +
theme(
plot.title = element_text(face = "bold"),
axis.line = element_blank(),
axis.text = element_blank(),
axis.ticks = element_blank()
) +
labs(
x = NULL,
y = NULL,
fill = NULL,
title = 'Unicorns market share by industry'
)
What is the total unicorn valuation by industry?
unicorn_companies %>%
group_by(industry) %>%
summarize(valuation_sum = sum(valuation)) %>%
arrange(desc(valuation_sum)) %>%
ggplot(
aes(
x = fct_reorder(industry, valuation_sum),
y = valuation_sum,
fill = valuation_sum
)
) +
geom_bar(
stat = "identity"
) +
coord_flip() +
scale_fill_gradient(
low = 'cadetblue2',
high = 'dodgerblue4'
) +
labs(
x = 'Industry',
y = 'Total valuation ($B)',
title = 'Unicorns market valuation by industry'
) +
geom_text(
aes(
label = paste0('$', round(valuation_sum), 'B')
),
vjust = 0.3,
hjust = -0.2,
size = 3
) +
theme_gray() +
theme(
plot.title = element_text(face = "bold"),
legend.position = 'none'
)
Is there a positive correlation between the total amount raised and the company’s valuation?
ggplotly(unicorn_companies %>%
ggplot(
aes(
x = valuation,
y = total_raised / 1000000000,
color = total_raised / 1000000000,
size = valuation,
label = company,
alpha = 0.7
)
) +
geom_point(
aes(
text = paste(
"<b>", company, "</b><br><br>",
"Industry:", industry, "<br>",
"Total raised = $", scales::comma(round(total_raised / 1000000000, 2)), "B<br>",
"Valuation = $", scales::comma(round(valuation, 1)), "B"
)
)
,alpha = 0.7
) +
scale_color_gradient(
low = 'cadetblue2',
high = 'dodgerblue4'
) +
scale_size_binned(
range = c(0.1, 5)
) +
labs(
title = 'Correlation between total raised and valuation',
color = 'Total raised ($B)',
x = 'Total raised ($B)',
y = 'Valuation ($B)'
) +
theme_gray() +
theme(plot.title = element_text(face = "bold")),
tooltip = 'text')When were most of the unicorns founded, and when did they achieve unicorn status?
founded_joined <-
as_tibble(
data.frame(
date_joined = as.integer(format(as.Date(unicorn_companies$date_joined), "%Y")),
founded_year = as.integer(format(as.Date(unicorn_companies$founded_year), "%Y"))))
founded_joined$unicorn_time <-
founded_joined$date_joined - founded_joined$founded_year
founded_n <- founded_joined %>%
group_by(founded_year) %>%
filter(founded_year >= 1985) %>%
tally()
joined_n <- founded_joined %>%
group_by(date_joined) %>%
tally()
ggplotly(
ggplot() +
geom_area(
data = founded_n,
aes(
x = founded_year,
y = n),
color = 'cadetblue3',
fill = 'lightcoral',
alpha = 0.6
) +
geom_point(
data = founded_n,
aes(
x = founded_year,
y = n,
text = paste(
"<b>Founded year: ",founded_year, "</b><br>",
"Number:", n, "<br>")),
color = 'dodgerblue4',
size = 0.9) +
geom_area(
data = joined_n,
aes(
x = date_joined,
y = n),
color = 'firebrick',
fill = 'dodgerblue4',
alpha = 0.3
) +
geom_point(
data = joined_n,
aes(
x = date_joined,
y = n,
text = paste(
"<b>Year joined: ",date_joined, "</b><br>",
"Number:", n, "<br>")),
color = 'firebrick4',
size = 1
) +
scale_x_continuous(
breaks = seq(1900, 2030, by = 10)) +
labs(title = 'Companies by year founded vs year joined unicorn club',
x = 'Years',
y = 'Number of unicorns') +
theme_grey() +
theme(plot.title = element_text(face = "bold")),
tooltip = 'text')How long did it take for unicorns to reach their unicorn status from the day they were founded?
founded_joined <- founded_joined %>%
filter(unicorn_time > 0 & unicorn_time < 25)
ggplot(founded_joined, aes(x = unicorn_time, fill = after_stat(count))) +
geom_histogram(binwidth = 1, color = 'white') +
scale_x_continuous(breaks = seq(0, 40, by = 2)) +
scale_y_continuous(breaks = seq(0, 200, by = 10)) +
scale_fill_gradient(low = "cadetblue2", high = "dodgerblue4", name = '') +
labs(title = 'Time to reach unicorn status',
x = 'Number of years',
y = 'Number of unicorns') +
theme_grey() +
theme(plot.title = element_text(face = "bold"),
legend.position = 'None')